{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "import numpy as np\n",
    "np.set_printoptions(threshold=np.inf)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "o_result = \"output/output_o.bin\"\n",
    "o_golden = \"output/output_o_golden.bin\"\n",
    "ho_result = \"output/output_ho.bin\"\n",
    "ho_golden = \"output/output_ht_golden.bin\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "        4.87100780e-01, -1.45128131e-01, -1.74242154e-01, -6.82176769e-01,\n",
       "       -5.85379601e-01, -6.47641644e-02,  2.96073020e-01, -8.49573195e-01,\n",
       "        5.00873089e-01, -1.79162428e-01,  6.15501940e-01, -8.89244854e-01,\n",
       "       -6.27332181e-03, -6.74866140e-01, -5.80701709e-01, -6.82401478e-01,\n",
       "        9.53255951e-01,  4.90394264e-01, -5.59486985e-01, -7.85495788e-02,\n",
       "       -4.15640324e-01, -3.19177836e-01, -5.33926010e-01, -4.37061250e-01,\n",
       "        2.17369616e-01, -9.20327365e-01,  1.91450074e-01,  1.51073247e-01,\n",
       "        8.89907777e-01,  3.97938430e-01,  2.41136283e-01, -3.92695755e-01,\n",
       "        1.60363704e-01,  8.89175832e-01, -5.61521575e-02, -4.11000192e-01,\n",
       "        4.07089174e-01,  3.26068886e-02, -7.36561179e-01, -6.16158962e-01,\n",
       "       -3.64053398e-01, -9.27858353e-01,  5.71819007e-01, -7.63211310e-01,\n",
       "       -3.96607965e-01,  8.77519548e-01,  1.17525004e-01, -2.10389808e-01,\n",
       "        4.32818919e-01, -1.99034631e-01,  2.42757753e-01, -4.69715416e-01,\n",
       "       -5.34417868e-01, -5.21357059e-01, -4.70591784e-01, -6.84726655e-01,\n",
       "        8.22483934e-03,  1.89974800e-01,  9.39332917e-02,  4.12121899e-02],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a_input = \"input/input_a.bin\"\n",
    "a_result = np.fromfile(a_input, dtype=np.float32) \n",
    "a_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "       -3.71550471e-01,  2.76924968e-01, -7.86347389e-01,  5.80899537e-01,\n",
       "       -1.51354196e-02,  4.00471926e-01, -3.33739996e-01,  6.31935835e-01,\n",
       "        8.98728609e-01,  7.75124133e-02, -4.65507567e-01, -5.22205114e-01,\n",
       "        2.57421304e-02,  3.20596278e-01, -7.74090946e-01, -1.11828066e-01,\n",
       "       -2.10276127e-01, -7.06087708e-01, -8.42267990e-01, -4.10236791e-02,\n",
       "        9.03916478e-01, -3.46158087e-01, -6.13954067e-02,  7.60223210e-01,\n",
       "       -6.50453746e-01, -6.40702426e-01,  2.65820265e-01,  5.60715854e-01,\n",
       "       -6.25533521e-01, -4.54156287e-02, -8.94121826e-02, -4.91054475e-01,\n",
       "       -4.74637061e-01, -2.42903337e-01,  6.02737926e-02,  8.77195060e-01,\n",
       "        4.88031119e-01, -2.12490588e-01, -7.06642628e-01,  3.66112664e-02,\n",
       "       -7.94891119e-01,  2.26939827e-01, -7.89668739e-01, -8.22180882e-02,\n",
       "       -7.49866545e-01, -6.32170856e-01,  5.54237545e-01,  1.14337742e-01,\n",
       "       -6.20129228e-01, -7.10267544e-01, -7.94843972e-01,  1.94184065e-01,\n",
       "        9.82115626e-01,  5.58378994e-01, -4.05881554e-01,  9.11815464e-01],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b_input = \"input/input_b.bin\"\n",
    "b_result = np.fromfile(b_input, dtype=np.float32) \n",
    "b_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "        5.41979015e-01,  5.89118786e-02,  5.44608414e-01, -5.28091431e-01,\n",
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       "        9.96929586e-01, -2.22339571e-01, -1.81491092e-01, -4.90865320e-01,\n",
       "       -4.70891625e-01, -8.03193390e-01, -7.68840730e-01, -9.62773919e-01,\n",
       "       -9.50439632e-01,  2.41537154e-01,  3.69772941e-01, -8.54846597e-01,\n",
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       "        4.70635831e-01, -4.87018496e-01,  6.53430462e-01,  8.51390243e-01,\n",
       "        9.87236440e-01, -5.27302146e-01, -8.20222855e-01,  6.84611678e-01,\n",
       "       -8.04678917e-01,  8.07784915e-01,  4.34470952e-01,  3.71365994e-01,\n",
       "        6.00524008e-01, -4.86357063e-01,  5.65469600e-02, -9.31538790e-02,\n",
       "       -5.34721315e-01,  3.81847113e-01,  5.69718331e-02, -3.95599157e-02,\n",
       "       -3.45428228e-01, -5.51803648e-01,  3.92528117e-01, -2.64528573e-01,\n",
       "       -8.10917258e-01, -5.80350101e-01,  4.59659994e-01,  2.66898125e-02,\n",
       "       -4.12750125e-01, -4.82805878e-01, -2.48670965e-01,  5.23728967e-01,\n",
       "        3.34931493e-01,  8.02965388e-02,  9.81688142e-01,  7.64640927e-01,\n",
       "        5.66350043e-01, -9.42278445e-01, -9.52063024e-01, -3.07855636e-01,\n",
       "        4.21013571e-02, -1.98912963e-01,  1.48663685e-01,  2.22587287e-01,\n",
       "       -8.33985656e-02, -8.72815192e-01, -5.16000330e-01, -6.77732825e-01,\n",
       "        5.76927066e-01, -5.30848920e-01,  7.35986292e-01, -8.54979828e-02,\n",
       "       -9.01353121e-01,  4.72484343e-03, -7.58709759e-02,  1.13705926e-01,\n",
       "        5.81965446e-01,  6.04508966e-02, -2.58028120e-01,  7.95389891e-01,\n",
       "        4.19564396e-01, -8.63746703e-01,  2.82334477e-01, -1.67278320e-01,\n",
       "       -8.58794928e-01, -4.67556477e-01, -7.30195105e-01, -4.62074220e-01],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "q_input = \"input/input_q.bin\"\n",
    "q_result = np.fromfile(q_input, dtype=np.float32) \n",
    "q_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "       -1.85163602e-01, -5.59916198e-01,  9.34058964e-01, -9.33916450e-01,\n",
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       "        1.92836672e-02, -6.89941868e-02, -7.37642765e-01, -4.91568506e-01,\n",
       "       -9.28008378e-01, -9.62112844e-01, -1.68175429e-01,  6.07536733e-01,\n",
       "       -3.56078565e-01, -8.73623371e-01,  2.31938660e-01,  9.17895854e-01,\n",
       "       -4.50207978e-01, -6.12800300e-01, -1.03161894e-01, -8.27506661e-01,\n",
       "       -8.71544704e-02,  1.60712436e-01,  2.36935139e-01,  6.76695764e-01,\n",
       "        5.27221441e-01, -2.80190203e-02,  1.18764132e-01,  4.90468293e-01,\n",
       "       -7.88485050e-01,  9.12882447e-01, -5.15908718e-01,  3.98328364e-01,\n",
       "       -2.08045051e-01, -1.05049442e-02,  4.16039199e-01,  6.87657654e-01,\n",
       "       -7.98730373e-01,  3.51211101e-01, -4.62987632e-01,  9.06225622e-01,\n",
       "       -5.96688330e-01,  9.70010236e-02, -8.47485900e-01, -1.39869288e-01,\n",
       "        2.43172556e-01, -1.02528274e-01,  4.48696941e-01, -4.45055366e-01,\n",
       "       -4.72063482e-01,  2.87767708e-01,  5.80606163e-01,  5.68796217e-01,\n",
       "       -2.32869219e-02,  1.82675958e-01,  9.73015964e-01, -3.41157317e-01,\n",
       "       -7.87721276e-01,  7.26088047e-01,  6.16307080e-01, -8.16031575e-01],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "k_input = \"input/input_k.bin\"\n",
    "k_result = np.fromfile(k_input, dtype=np.float32) \n",
    "k_result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "       -6.11410379e-01, -6.97985411e-01, -9.87001777e-01,  6.39125168e-01,\n",
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       "       -6.33775532e-01, -7.66272426e-01, -6.50492191e-01,  9.76009369e-01,\n",
       "        2.49199018e-01,  2.36954212e-01,  4.54537481e-01,  7.72238970e-01,\n",
       "       -5.47154903e-01, -1.68718636e-01,  4.04274464e-01,  8.54329348e-01,\n",
       "        9.86891508e-01,  3.19349736e-01,  9.27555859e-01, -6.52246699e-02,\n",
       "       -6.95185721e-01,  1.71684071e-01, -4.22776490e-01,  2.96760648e-01,\n",
       "       -2.49432325e-01,  7.27391005e-01,  8.82393777e-01, -3.07781100e-01,\n",
       "        8.12051475e-01,  6.97457969e-01, -7.41967499e-01, -9.54497159e-01,\n",
       "        4.48030561e-01, -9.92696047e-01, -7.44395614e-01, -8.54189098e-01,\n",
       "        4.11708623e-01,  3.50514017e-02,  1.77049130e-01,  7.83673823e-01,\n",
       "       -3.28556657e-01, -4.02023852e-01,  6.26179934e-01,  3.13946530e-02,\n",
       "       -2.05273088e-02,  5.70184231e-01, -4.89962995e-01,  5.68641484e-01,\n",
       "        2.30585307e-01,  4.60160375e-02,  9.70154047e-01,  1.35760933e-01,\n",
       "        5.78649819e-01,  8.34107459e-01, -8.34845185e-01, -7.50567079e-01,\n",
       "        8.12190831e-01,  8.47005565e-03, -2.57792801e-01, -7.39076793e-01],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "v_input = \"input/input_v.bin\"\n",
    "v_result = np.fromfile(v_input, dtype=np.float32) \n",
    "v_result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "       -9.00265938e+04,  1.41305234e+04, -2.78532812e+04,  3.99549219e+03,\n",
       "       -1.88269250e+05, -1.96482875e+05,  1.36793867e+04,  4.04169062e+04,\n",
       "        1.20088837e+02, -5.90716406e+04, -9.73370312e+04,  1.08128344e+05,\n",
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       "        3.43191188e+05,  5.48124300e+06, -2.61886175e+06,  4.80898150e+06,\n",
       "       -3.94197000e+06, -4.81910100e+06, -8.30734650e+06, -2.83280375e+06,\n",
       "        3.29864875e+06,  2.00557575e+06, -2.74609900e+06,  1.21618388e+06,\n",
       "        3.63337975e+06, -5.70292250e+05,  1.12411325e+06, -1.61258094e+05,\n",
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       "       -3.12990425e+06,  1.66868562e+06,  3.42296050e+06,  1.30384075e+06,\n",
       "       -4.92781562e+05, -6.88189625e+05, -2.39266125e+06,  3.30470925e+06,\n",
       "        1.27679400e+06, -1.59050094e+05, -2.01235350e+06,  1.40862825e+06,\n",
       "        1.18704550e+06,  2.18136031e+05, -2.39390850e+06, -6.35974938e+05,\n",
       "        8.34149062e+05,  3.21567650e+06,  1.21235400e+06,  2.65303100e+06,\n",
       "       -3.35684125e+05, -1.44577150e+06,  9.97330812e+05, -1.33562500e+06,\n",
       "        3.57813600e+06,  1.15484625e+06, -3.68404312e+05, -6.49241312e+05,\n",
       "       -1.07705711e+05,  1.54520000e+05,  9.29019125e+05, -2.09597438e+06,\n",
       "        2.16988225e+06, -2.43141250e+05, -2.41912100e+06,  2.06726612e+06,\n",
       "        1.69872203e+05,  2.71310500e+06, -1.29628288e+06,  2.38034950e+06,\n",
       "       -1.95119700e+06, -2.38535875e+06, -4.11196900e+06, -1.40218162e+06,\n",
       "        1.63276350e+06,  9.92718750e+05, -1.35926400e+06,  6.01986000e+05,\n",
       "        1.79845075e+06, -2.82281969e+05,  5.56414375e+05, -7.98203594e+04,\n",
       "        3.76103450e+06,  3.92508625e+06, -2.73263938e+05, -8.07399562e+05,\n",
       "       -2.39621899e+03,  1.18006150e+06,  1.94447525e+06, -2.16007525e+06],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "o_result = np.fromfile(o_result, dtype=np.float32) # 从bin文件读取实际运算结果\n",
    "o_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "        3.54738062e+05, -1.56262312e+05,  5.42476875e+05,  8.66861250e+04,\n",
       "        3.69170219e+05,  3.64772500e+05, -2.69105062e+05, -2.84166797e+03,\n",
       "        5.04523594e+05,  5.43984938e+05,  5.62754625e+05,  2.28223281e+04,\n",
       "       -5.92627750e+05, -9.94175781e+04,  7.86943594e+04, -3.70777625e+05,\n",
       "       -9.61798125e+05, -3.51509750e+05, -2.06020781e+04, -4.44241406e+04,\n",
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       "       -8.81788562e+05,  4.81946062e+05,  8.79681406e+04, -8.05425500e+05,\n",
       "        1.01334362e+06,  5.89575875e+05, -4.08625750e+05, -3.65945562e+05,\n",
       "        7.80092812e+05,  1.52381875e+05, -1.63644672e+05,  2.64275375e+05,\n",
       "        5.96392875e+05,  8.14989844e+04, -1.53212656e+05, -7.53711750e+05,\n",
       "       -5.53067562e+05,  2.14004484e+05,  7.02712312e+05, -4.13250062e+05,\n",
       "        5.84528312e+05, -2.57485234e+05,  8.93879750e+05,  1.42839344e+05,\n",
       "        6.08309125e+05,  6.01062625e+05, -4.43424375e+05, -4.68239844e+03,\n",
       "        8.31341375e+05,  8.96364625e+05,  9.27292938e+05,  3.76062031e+04,\n",
       "       -9.76516875e+05, -1.63817531e+05,  1.29670359e+05, -6.10957625e+05,\n",
       "        1.06844050e+06,  3.90484594e+05,  2.28863164e+04,  4.93501250e+04,\n",
       "       -3.58291312e+05, -6.22311125e+05, -2.70837062e+05, -4.46573938e+05,\n",
       "       -5.59990500e+05,  1.74987156e+05, -5.80463375e+05,  9.66510250e+05,\n",
       "        2.07156156e+05,  5.12078656e+05, -6.54953875e+05,  4.80167375e+05,\n",
       "        9.81882375e+05,  2.20936125e+05, -5.61278438e+05, -4.49626188e+05,\n",
       "        4.84520508e+04,  8.81372438e+05, -6.16685438e+05, -1.60518938e+05,\n",
       "       -2.85082000e+05, -5.26943250e+05, -1.24009600e+06,  1.12580203e+05,\n",
       "        9.79559500e+05, -5.35383500e+05, -9.77219219e+04,  8.94729375e+05,\n",
       "       -1.12570125e+06, -6.54947188e+05,  4.53933625e+05,  4.06520750e+05,\n",
       "       -8.66588250e+05, -1.69277859e+05,  1.81789344e+05, -2.93577906e+05,\n",
       "       -6.62519750e+05, -9.05354688e+04,  1.70200750e+05,  8.37281688e+05,\n",
       "        6.14390875e+05, -2.37732938e+05, -7.80627625e+05,  4.59070750e+05,\n",
       "       -6.49339750e+05,  2.86034781e+05, -9.92991750e+05, -1.58677031e+05,\n",
       "       -6.75757188e+05, -6.67707312e+05,  4.92590188e+05,  5.20137500e+03,\n",
       "       -9.23519062e+05, -9.95752062e+05, -1.03010994e+06, -4.17759062e+04,\n",
       "        1.08479150e+06,  1.81981031e+05, -1.44048031e+05,  6.78699500e+05],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ho_result = np.fromfile(ho_result, dtype=np.float32) # 从bin文件读取实际运算结果\n",
    "ho_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-8.01794454e-02, -2.03592494e-01, -3.86350840e-01,  5.30754626e-02,\n",
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       "       -8.50259180e+03, -1.35813438e+05,  6.48896562e+04, -1.19156625e+05,\n",
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       "       -9.00267031e+04,  1.41304297e+04, -2.78533203e+04,  3.99550391e+03,\n",
       "       -1.88270062e+05, -1.96481906e+05,  1.36793633e+04,  4.04171406e+04,\n",
       "        1.20166443e+02, -5.90715469e+04, -9.73370625e+04,  1.08128656e+05,\n",
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       "       -2.17593438e+05,  3.12174469e+05,  1.87688838e+06, -4.23443850e+06,\n",
       "        4.38380200e+06, -4.91217750e+05, -4.88730650e+06,  4.17645100e+06,\n",
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       "       -3.94195450e+06, -4.81908450e+06, -8.30731200e+06, -2.83280100e+06,\n",
       "        3.29865350e+06,  2.00558175e+06, -2.74608950e+06,  1.21618050e+06,\n",
       "        3.63337675e+06, -5.70289000e+05,  1.12411338e+06, -1.61258672e+05,\n",
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       "       -4.84679199e+03,  2.38405350e+06,  3.92839550e+06, -4.36397500e+06,\n",
       "        9.53187812e+05,  2.01082312e+05, -2.06768912e+06,  2.61282450e+06,\n",
       "       -3.12990350e+06,  1.66869638e+06,  3.42296375e+06,  1.30384262e+06,\n",
       "       -4.92780750e+05, -6.88188188e+05, -2.39266900e+06,  3.30471050e+06,\n",
       "        1.27679812e+06, -1.59051000e+05, -2.01236225e+06,  1.40863025e+06,\n",
       "        1.18704325e+06,  2.18136234e+05, -2.39388825e+06, -6.35974250e+05,\n",
       "        8.34148500e+05,  3.21569300e+06,  1.21235175e+06,  2.65303725e+06,\n",
       "       -3.35684688e+05, -1.44576700e+06,  9.97328125e+05, -1.33562500e+06,\n",
       "        3.57813325e+06,  1.15485088e+06, -3.68403562e+05, -6.49240125e+05,\n",
       "       -1.07704547e+05,  1.54518844e+05,  9.29021938e+05, -2.09596275e+06,\n",
       "        2.16989350e+06, -2.43142359e+05, -2.41911750e+06,  2.06725900e+06,\n",
       "        1.69871656e+05,  2.71310675e+06, -1.29628100e+06,  2.38035375e+06,\n",
       "       -1.95119000e+06, -2.38535050e+06, -4.11195175e+06, -1.40218100e+06,\n",
       "        1.63276600e+06,  9.92721750e+05, -1.35925950e+06,  6.01983938e+05,\n",
       "        1.79844938e+06, -2.82280156e+05,  5.56414625e+05, -7.98206094e+04,\n",
       "        3.76103250e+06,  3.92507125e+06, -2.73263812e+05, -8.07403062e+05,\n",
       "       -2.39776270e+03,  1.18005925e+06,  1.94447662e+06, -2.16007775e+06],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "o_golden = np.fromfile(o_golden, dtype=np.float32) # 从bin文件读取预期运算结果\n",
    "o_golden"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "       -2.64695742e+04, -4.81497469e+05,  3.36898250e+05,  8.76923359e+04,\n",
       "        1.55741578e+05,  2.87871719e+05,  6.77470000e+05, -6.15030078e+04,\n",
       "       -5.35138062e+05,  2.92482375e+05,  5.33859453e+04, -4.88794906e+05,\n",
       "        6.14975500e+05,  3.57800625e+05, -2.47985891e+05, -2.22084312e+05,\n",
       "        4.73421000e+05,  9.24771016e+04, -9.93120469e+04,  1.60383000e+05,\n",
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       "       -3.35644500e+05,  1.29874594e+05,  4.26460625e+05, -2.50792062e+05,\n",
       "        3.54737375e+05, -1.56262031e+05,  5.42475875e+05,  8.66859531e+04,\n",
       "        3.69169531e+05,  3.64771812e+05, -2.69104562e+05, -2.84166797e+03,\n",
       "        5.04522625e+05,  5.43983875e+05,  5.62753562e+05,  2.28223047e+04,\n",
       "       -5.92626688e+05, -9.94173906e+04,  7.86942188e+04, -3.70776906e+05,\n",
       "       -9.61798625e+05, -3.51509938e+05, -2.06020820e+04, -4.44241719e+04,\n",
       "        3.22530000e+05,  5.60198000e+05,  2.43804406e+05,  4.02001125e+05,\n",
       "        5.04097375e+05, -1.57521625e+05,  5.22527094e+05, -8.70041875e+05,\n",
       "       -1.86479406e+05, -4.60967375e+05,  5.89582250e+05, -4.32241750e+05,\n",
       "       -8.83879875e+05, -1.98884125e+05,  5.05256688e+05,  4.04748469e+05,\n",
       "       -4.36159180e+04, -7.93401500e+05,  5.55133688e+05,  1.44497578e+05,\n",
       "        2.56627719e+05,  4.74348688e+05,  1.11632088e+06, -1.01343547e+05,\n",
       "       -8.81789000e+05,  4.81946344e+05,  8.79681875e+04, -8.05425938e+05,\n",
       "        1.01334412e+06,  5.89576125e+05, -4.08625938e+05, -3.65945750e+05,\n",
       "        7.80093250e+05,  1.52381969e+05, -1.63644781e+05,  2.64275562e+05,\n",
       "        5.96393188e+05,  8.14990156e+04, -1.53212750e+05, -7.53712125e+05,\n",
       "       -5.53067875e+05,  2.14004594e+05,  7.02712688e+05, -4.13250281e+05,\n",
       "        5.84528688e+05, -2.57485359e+05,  8.93880250e+05,  1.42839406e+05,\n",
       "        6.08309438e+05,  6.01062938e+05, -4.43424625e+05, -4.68240625e+03,\n",
       "        8.31341812e+05,  8.96365188e+05,  9.27293375e+05,  3.76062344e+04,\n",
       "       -9.76517438e+05, -1.63817625e+05,  1.29670422e+05, -6.10958000e+05,\n",
       "        1.06844175e+06,  3.90485031e+05,  2.28863320e+04,  4.93501250e+04,\n",
       "       -3.58291719e+05, -6.22311875e+05, -2.70837375e+05, -4.46574469e+05,\n",
       "       -5.59991125e+05,  1.74987344e+05, -5.80464000e+05,  9.66511375e+05,\n",
       "        2.07156375e+05,  5.12079219e+05, -6.54954625e+05,  4.80167938e+05,\n",
       "        9.81883500e+05,  2.20936344e+05, -5.61279125e+05, -4.49626719e+05,\n",
       "        4.84521016e+04,  8.81373438e+05, -6.16686125e+05, -1.60519109e+05,\n",
       "       -2.85082312e+05, -5.26943812e+05, -1.24009725e+06,  1.12580312e+05,\n",
       "        9.79560625e+05, -5.35384125e+05, -9.77220312e+04,  8.94730438e+05,\n",
       "       -1.12570238e+06, -6.54947938e+05,  4.53934125e+05,  4.06521188e+05,\n",
       "       -8.66589125e+05, -1.69278047e+05,  1.81789562e+05, -2.93578250e+05,\n",
       "       -6.62520500e+05, -9.05355781e+04,  1.70200938e+05,  8.37282625e+05,\n",
       "        6.14391562e+05, -2.37733203e+05, -7.80628438e+05,  4.59071219e+05,\n",
       "       -6.49340438e+05,  2.86035094e+05, -9.92992875e+05, -1.58677188e+05,\n",
       "       -6.75757938e+05, -6.67708125e+05,  4.92590781e+05,  5.20138281e+03,\n",
       "       -9.23520000e+05, -9.95753188e+05, -1.03011112e+06, -4.17759688e+04,\n",
       "        1.08479262e+06,  1.81981219e+05, -1.44048219e+05,  6.78700375e+05],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ho_golden = np.fromfile(ho_golden, dtype=np.float32) # 从bin文件读取预期运算结果\n",
    "ho_golden"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1.49011612e-08, 5.96046448e-08, 1.19209290e-07, 3.72529030e-09,\n",
       "       8.94069672e-08, 1.19209290e-07, 1.49011612e-08, 3.72529030e-09,\n",
       "       2.98023224e-08, 3.72529030e-09, 7.45058060e-09, 0.00000000e+00,\n",
       "       2.98023224e-08, 0.00000000e+00, 0.00000000e+00, 1.11758709e-08,\n",
       "       2.98023224e-08, 0.00000000e+00, 2.98023224e-08, 0.00000000e+00,\n",
       "       0.00000000e+00, 8.94069672e-08, 7.45058060e-09, 2.98023224e-08,\n",
       "       2.98023224e-08, 2.98023224e-08, 1.49011612e-08, 1.49011612e-08,\n",
       "       1.19209290e-07, 5.96046448e-08, 7.45058060e-09, 1.49011612e-08,\n",
       "       7.45058060e-09, 1.49011612e-08, 1.11758709e-08, 2.32830644e-10,\n",
       "       8.94069672e-08, 1.49011612e-08, 1.49011612e-08, 2.98023224e-08,\n",
       "       7.45058060e-09, 0.00000000e+00, 1.49011612e-08, 2.98023224e-08,\n",
       "       3.72529030e-09, 2.98023224e-08, 0.00000000e+00, 1.86264515e-09,\n",
       "       0.00000000e+00, 1.49011612e-08, 0.00000000e+00, 0.00000000e+00,\n",
       "       9.31322575e-10, 1.49011612e-08, 0.00000000e+00, 5.96046448e-08,\n",
       "       5.96046448e-08, 2.98023224e-08, 0.00000000e+00, 1.49011612e-08,\n",
       "       1.19209290e-07, 2.98023224e-08, 1.49011612e-08, 1.49011612e-08,\n",
       "       2.38418579e-07, 0.00000000e+00, 0.00000000e+00, 2.38418579e-07,\n",
       "       2.38418579e-07, 2.38418579e-07, 0.00000000e+00, 2.98023224e-08,\n",
       "       1.19209290e-07, 1.19209290e-07, 8.94069672e-08, 0.00000000e+00,\n",
       "       2.38418579e-07, 4.76837158e-07, 1.19209290e-07, 1.19209290e-07,\n",
       "       0.00000000e+00, 2.38418579e-07, 0.00000000e+00, 0.00000000e+00,\n",
       "       2.38418579e-07, 4.76837158e-07, 1.49011612e-08, 0.00000000e+00,\n",
       "       2.38418579e-07, 2.38418579e-07, 1.19209290e-07, 2.38418579e-07,\n",
       "       4.76837158e-07, 0.00000000e+00, 2.38418579e-07, 1.19209290e-07,\n",
       "       1.78813934e-07, 2.38418579e-07, 5.96046448e-08, 1.19209290e-07,\n",
       "       4.76837158e-07, 1.19209290e-07, 0.00000000e+00, 2.38418579e-07,\n",
       "       0.00000000e+00, 0.00000000e+00, 1.19209290e-07, 2.38418579e-07,\n",
       "       5.96046448e-08, 2.38418579e-07, 4.76837158e-07, 2.98023224e-08,\n",
       "       1.19209290e-07, 0.00000000e+00, 1.78813934e-07, 2.98023224e-08,\n",
       "       5.96046448e-08, 4.76837158e-07, 1.19209290e-07, 2.38418579e-07,\n",
       "       9.53674316e-07, 4.76837158e-07, 1.19209290e-07, 1.19209290e-07,\n",
       "       0.00000000e+00, 2.38418579e-07, 5.96046448e-08, 0.00000000e+00,\n",
       "       0.00000000e+00, 0.00000000e+00, 7.15255737e-07, 0.00000000e+00,\n",
       "       2.38418579e-07, 2.38418579e-07, 1.19209290e-07, 5.96046448e-08,\n",
       "       4.76837158e-07, 2.60770321e-08, 0.00000000e+00, 2.38418579e-07,\n",
       "       2.38418579e-07, 1.19209290e-07, 0.00000000e+00, 2.38418579e-07,\n",
       "       0.00000000e+00, 4.76837158e-07, 1.19209290e-07, 5.96046448e-08,\n",
       "       0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 5.96046448e-08,\n",
       "       2.38418579e-07, 9.53674316e-07, 2.38418579e-07, 3.72529030e-08,\n",
       "       1.19209290e-07, 2.38418579e-07, 5.96046448e-08, 2.98023224e-08,\n",
       "       0.00000000e+00, 3.57627869e-07, 0.00000000e+00, 0.00000000e+00,\n",
       "       4.76837158e-07, 2.38418579e-07, 2.98023224e-08, 2.98023224e-07,\n",
       "       0.00000000e+00, 4.76837158e-07, 4.76837158e-07, 2.38418579e-07,\n",
       "       2.38418579e-07, 1.19209290e-07, 5.96046448e-07, 0.00000000e+00,\n",
       "       3.72529030e-08, 1.19209290e-07, 0.00000000e+00, 0.00000000e+00,\n",
       "       1.19209290e-07, 0.00000000e+00, 5.96046448e-08, 2.38418579e-07,\n",
       "       5.06639481e-07, 7.15255737e-07, 0.00000000e+00, 4.76837158e-07,\n",
       "       0.00000000e+00, 4.76837158e-07, 1.78813934e-07, 0.00000000e+00,\n",
       "       3.50177288e-07, 4.76837158e-07, 1.19209290e-07, 1.78813934e-07,\n",
       "       7.15255737e-07, 0.00000000e+00, 2.38418579e-07, 1.19209290e-07,\n",
       "       2.98023224e-07, 5.96046448e-08, 2.98023224e-07, 4.76837158e-07,\n",
       "       0.00000000e+00, 2.98023224e-08, 2.68220901e-07, 7.45058060e-08,\n",
       "       3.57627869e-07, 0.00000000e+00, 5.96046448e-07, 2.98023224e-07,\n",
       "       4.76837158e-07, 2.38418579e-07, 5.96046448e-08, 3.57627869e-07,\n",
       "       2.38418579e-07, 3.57627869e-07, 5.96046448e-08, 2.68220901e-07,\n",
       "       1.19209290e-07, 4.76837158e-07, 5.96046448e-08, 5.96046448e-08,\n",
       "       5.96046448e-08, 0.00000000e+00, 3.72529030e-08, 1.49011612e-07,\n",
       "       8.34465027e-07, 0.00000000e+00, 1.19209290e-07, 1.19209290e-07,\n",
       "       5.96046448e-08, 1.19209290e-07, 8.34465027e-07, 3.57627869e-07,\n",
       "       2.38418579e-07, 0.00000000e+00, 4.76837158e-07, 2.98023224e-08,\n",
       "       0.00000000e+00, 5.96046448e-08, 1.19209290e-07, 2.98023224e-08,\n",
       "       1.19209290e-07, 4.47034836e-08, 1.19209290e-07, 2.38418579e-07,\n",
       "       7.15255737e-07, 4.76837158e-07, 1.78813934e-07, 1.19209290e-07,\n",
       "       1.19209290e-07, 2.38418579e-07, 3.57627869e-07, 2.38418579e-07,\n",
       "       1.43051147e-06, 1.37090683e-06, 1.43051147e-06, 0.00000000e+00,\n",
       "       9.53674316e-07, 3.81469727e-06, 1.90734863e-06, 4.76837158e-07,\n",
       "       2.62260437e-06, 2.38418579e-07, 0.00000000e+00, 9.53674316e-07,\n",
       "       3.81469727e-06, 1.07288361e-06, 1.43051147e-06, 9.53674316e-07,\n",
       "       1.43051147e-06, 3.57627869e-07, 1.90734863e-06, 4.76837158e-07,\n",
       "       3.57627869e-06, 1.90734863e-06, 2.38418579e-07, 9.53674316e-07,\n",
       "       1.31130219e-06, 1.90734863e-06, 4.76837158e-07, 9.53674316e-07,\n",
       "       1.90734863e-06, 9.53674316e-07, 1.07288361e-06, 0.00000000e+00,\n",
       "       1.01327896e-06, 1.19209290e-06, 2.38418579e-07, 2.86102295e-06,\n",
       "       0.00000000e+00, 7.15255737e-07, 9.53674316e-07, 2.38418579e-06,\n",
       "       1.19209290e-07, 4.76837158e-06, 3.33786011e-06, 9.53674316e-07,\n",
       "       1.90734863e-06, 9.53674316e-07, 8.58306885e-06, 0.00000000e+00,\n",
       "       1.90734863e-06, 2.38418579e-07, 9.53674316e-07, 1.19209290e-07,\n",
       "       9.53674316e-07, 0.00000000e+00, 0.00000000e+00, 1.96695328e-06,\n",
       "       0.00000000e+00, 1.90734863e-06, 7.15255737e-07, 1.78813934e-06,\n",
       "       7.15255737e-07, 4.76837158e-07, 9.53674316e-07, 1.90734863e-06,\n",
       "       1.90734863e-06, 5.72204590e-06, 9.53674316e-06, 3.81469727e-06,\n",
       "       3.81469727e-06, 7.62939453e-06, 7.62939453e-06, 7.62939453e-06,\n",
       "       9.53674316e-06, 2.86102295e-06, 3.81469727e-06, 1.52587891e-05,\n",
       "       1.71661377e-05, 6.67572021e-06, 3.81469727e-06, 0.00000000e+00,\n",
       "       5.72204590e-06, 1.25169754e-06, 1.90734863e-05, 2.86102295e-06,\n",
       "       2.00271606e-05, 1.52587891e-05, 2.86102295e-06, 3.81469727e-06,\n",
       "       5.72204590e-06, 5.72204590e-06, 4.76837158e-06, 1.90734863e-06,\n",
       "       7.62939453e-06, 3.81469727e-06, 3.81469727e-06, 9.53674316e-07,\n",
       "       3.09944153e-06, 5.24520874e-06, 9.53674316e-07, 1.14440918e-05,\n",
       "       7.62939453e-06, 3.81469727e-06, 3.81469727e-06, 3.81469727e-06,\n",
       "       1.19209290e-07, 2.67028809e-05, 2.09808350e-05, 3.81469727e-06,\n",
       "       3.81469727e-06, 7.62939453e-06, 2.67028809e-05, 9.53674316e-07,\n",
       "       7.62939453e-06, 1.90734863e-06, 3.81469727e-06, 4.76837158e-07,\n",
       "       0.00000000e+00, 9.53674316e-07, 3.81469727e-06, 8.85128975e-06,\n",
       "       7.62939453e-06, 7.62939453e-06, 1.90734863e-06, 4.29153442e-06,\n",
       "       1.43051147e-06, 0.00000000e+00, 1.14440918e-05, 7.62939453e-06,\n",
       "       3.81469727e-06, 9.05990601e-06, 1.14440918e-05, 0.00000000e+00,\n",
       "       7.62939453e-06, 7.62939453e-06, 1.52587891e-05, 3.81469727e-06,\n",
       "       1.52587891e-05, 0.00000000e+00, 0.00000000e+00, 1.52587891e-05,\n",
       "       1.90734863e-05, 9.53674316e-06, 2.67028809e-05, 1.14440918e-05,\n",
       "       1.52587891e-05, 1.66893005e-06, 3.05175781e-05, 5.72204590e-06,\n",
       "       3.05175781e-05, 5.34057617e-05, 3.81469727e-06, 3.81469727e-05,\n",
       "       8.58306885e-06, 1.52587891e-05, 1.14440918e-05, 3.81469727e-06,\n",
       "       7.62939453e-06, 2.28881836e-05, 8.58306885e-06, 0.00000000e+00,\n",
       "       7.15255737e-06, 8.58306885e-06, 1.90734863e-06, 2.28881836e-05,\n",
       "       7.62939453e-06, 8.58306885e-06, 0.00000000e+00, 7.62939453e-06,\n",
       "       2.38418579e-07, 3.05175781e-05, 3.05175781e-05, 1.52587891e-05,\n",
       "       1.52587891e-05, 1.52587891e-05, 9.91821289e-05, 0.00000000e+00,\n",
       "       2.28881836e-05, 1.90734863e-06, 7.62939453e-06, 9.53674316e-07,\n",
       "       1.52587891e-05, 9.53674316e-07, 7.62939453e-06, 1.56760216e-05,\n",
       "       6.10351562e-05, 0.00000000e+00, 3.81469727e-06, 5.72204590e-06,\n",
       "       1.90734863e-06, 3.81469727e-06, 3.81469727e-06, 1.52587891e-05,\n",
       "       1.90734863e-05, 2.86102295e-06, 1.90734863e-05, 0.00000000e+00,\n",
       "       7.62939453e-06, 3.05175781e-05, 2.28881836e-05, 0.00000000e+00,\n",
       "       1.04904175e-05, 4.76837158e-06, 1.14440918e-05, 1.52587891e-05,\n",
       "       0.00000000e+00, 5.72204590e-06, 3.81469727e-06, 7.62939453e-06,\n",
       "       1.90734863e-06, 4.76837158e-07, 5.72204590e-05, 0.00000000e+00,\n",
       "       9.53674316e-06, 7.62939453e-06, 3.81469727e-06, 1.52587891e-05,\n",
       "       9.53674316e-07, 3.81469727e-06, 5.72204590e-06, 1.90734863e-06,\n",
       "       1.52587891e-05, 3.81469727e-06, 4.76837158e-07, 3.81469727e-06,\n",
       "       4.29153442e-06, 5.48362732e-06, 8.58306885e-06, 1.90734863e-05,\n",
       "       1.52587891e-05, 4.76837158e-06, 0.00000000e+00, 1.52587891e-05,\n",
       "       9.53674316e-07, 2.67028809e-05, 1.52587891e-05, 3.43322754e-05,\n",
       "       7.62939453e-06, 7.62939453e-06, 0.00000000e+00, 5.72204590e-06,\n",
       "       3.81469727e-06, 7.62939453e-06, 1.52587891e-05, 3.33786011e-06,\n",
       "       3.81469727e-06, 3.33786011e-06, 1.90734863e-06, 4.76837158e-06,\n",
       "       3.81469727e-05, 1.52587891e-05, 1.90734863e-06, 9.53674316e-06,\n",
       "       2.86102295e-06, 5.72204590e-06, 3.81469727e-06, 0.00000000e+00,\n",
       "       5.72204590e-06, 7.62939453e-06, 3.05175781e-05, 7.62939453e-06,\n",
       "       1.52587891e-05, 7.62939453e-06, 2.28881836e-05, 3.81469727e-06,\n",
       "       1.71661377e-05, 3.81469727e-06, 7.62939453e-06, 7.62939453e-06,\n",
       "       2.28881836e-05, 1.04904175e-05, 1.52587891e-05, 0.00000000e+00,\n",
       "       1.52587891e-05, 2.86102295e-06, 1.52587891e-05, 0.00000000e+00,\n",
       "       2.67028809e-05, 7.62939453e-06, 5.72204590e-06, 1.14440918e-05,\n",
       "       9.53674316e-06, 1.90734863e-05, 1.52587891e-05, 3.81469727e-06,\n",
       "       7.62939453e-06, 1.52587891e-05, 6.67572021e-06, 1.90734863e-06,\n",
       "       3.81469727e-06, 6.91413879e-06, 0.00000000e+00, 1.52587891e-05,\n",
       "       7.62939453e-06, 6.67572021e-06, 3.81469727e-06, 0.00000000e+00,\n",
       "       2.38418579e-07, 1.52587891e-05, 2.47955322e-05, 1.52587891e-05,\n",
       "       1.52587891e-05, 7.62939453e-06, 7.62939453e-05, 3.81469727e-06,\n",
       "       3.05175781e-05, 0.00000000e+00, 7.62939453e-06, 9.53674316e-07,\n",
       "       0.00000000e+00, 1.90734863e-06, 0.00000000e+00, 1.43051147e-05,\n",
       "       7.62939453e-06, 7.62939453e-06, 2.86102295e-06, 3.81469727e-06,\n",
       "       5.72204590e-06, 1.14440918e-05, 3.81469727e-06, 1.52587891e-05,\n",
       "       7.15255737e-06, 4.76837158e-07, 5.72204590e-06, 1.04904175e-05,\n",
       "       6.67572021e-06, 2.19345093e-05, 5.72204590e-06, 1.90734863e-06,\n",
       "       3.33786011e-06, 6.79492950e-06, 9.53674316e-06, 1.43051147e-05,\n",
       "       1.33514404e-05, 3.57627869e-07, 1.95503235e-05, 0.00000000e+00,\n",
       "       8.58306885e-06, 4.76837158e-07, 2.95639038e-05, 6.19888306e-06,\n",
       "       5.24520874e-06, 5.48362732e-05, 2.14576721e-06, 1.62124634e-05,\n",
       "       1.43051147e-06, 1.14440918e-05, 4.05311584e-06, 1.66893005e-06,\n",
       "       5.72204590e-06, 1.23977661e-05, 2.62260437e-06, 1.66893005e-06,\n",
       "       1.43051147e-06, 1.19209290e-07, 5.24520874e-06, 1.85966492e-05,\n",
       "       2.19345093e-05, 7.15255737e-07, 1.14440918e-05, 1.33514404e-05,\n",
       "       1.07288361e-06, 1.62124634e-05, 2.38418579e-07, 5.24520874e-06,\n",
       "       1.33514404e-05, 6.67572021e-06, 3.43322754e-05, 6.67572021e-06,\n",
       "       9.53674316e-07, 5.72204590e-06, 7.15255737e-06, 1.43051147e-06,\n",
       "       3.81469727e-06, 1.78813934e-06, 1.90734863e-06, 1.43051147e-06,\n",
       "       1.33514404e-05, 2.86102295e-06, 1.90734863e-06, 3.09944153e-06,\n",
       "       3.09944153e-06, 1.43051147e-06, 1.09672546e-05, 1.43051147e-06,\n",
       "       3.61204147e-05, 3.33786011e-06, 1.90734863e-05, 6.19888306e-05,\n",
       "       2.28881836e-05, 1.12056732e-04, 5.43594360e-05, 1.23977661e-05,\n",
       "       3.27825546e-06, 3.02791595e-05, 5.24520874e-05, 6.19888306e-05,\n",
       "       4.94718552e-05, 8.28504562e-06, 1.12533569e-04, 9.53674316e-07,\n",
       "       3.45706940e-05, 7.15255737e-07, 1.69754028e-04, 2.57492065e-05,\n",
       "       8.58306885e-06, 2.78472900e-04, 7.62939453e-06, 8.96453857e-05,\n",
       "       1.31130219e-06, 4.95910645e-05, 1.23977661e-05, 2.62260437e-05,\n",
       "       2.86102295e-05, 5.40018082e-05, 7.62939453e-06, 5.00679016e-06,\n",
       "       1.00135803e-05, 3.21865082e-06, 2.90870667e-05, 8.91685486e-05,\n",
       "       1.20162964e-04, 1.90734863e-06, 6.29425049e-05, 7.58171082e-05,\n",
       "       4.88758087e-06, 7.39097595e-05, 1.45435333e-05, 1.85966492e-05,\n",
       "       8.96453857e-05, 5.43594360e-05, 2.49862671e-04, 2.71797180e-05,\n",
       "       2.43186951e-05, 2.71797180e-05, 2.76565552e-05, 9.53674316e-06,\n",
       "       1.09672546e-05, 6.91413879e-06, 1.31130219e-06, 1.07288361e-06,\n",
       "       7.05718994e-05, 3.81469727e-05, 1.04904175e-05, 1.95503235e-05,\n",
       "       1.38282776e-05, 8.70227814e-06, 5.05447388e-05, 2.62260437e-05,\n",
       "       3.62396240e-05, 5.00679016e-06, 4.57763672e-05, 5.34057617e-05,\n",
       "       2.47955322e-05, 9.05990601e-05, 1.33514404e-05, 9.53674316e-06,\n",
       "       1.19209290e-06, 1.88350677e-05, 7.15255737e-05, 1.14440918e-05,\n",
       "       3.38554382e-05, 6.88433647e-06, 7.24792480e-05, 1.14440918e-05,\n",
       "       3.29017639e-05, 2.98023224e-06, 1.61170959e-04, 1.57356262e-05,\n",
       "       2.38418579e-06, 1.54495239e-04, 1.23977661e-05, 6.29425049e-05,\n",
       "       5.84125519e-06, 3.14712524e-05, 2.43186951e-05, 9.53674316e-06,\n",
       "       5.72204590e-06, 3.86238098e-05, 0.00000000e+00, 9.77516174e-06,\n",
       "       9.47713852e-06, 7.68899918e-06, 2.24113464e-05, 9.63211060e-05,\n",
       "       8.48770142e-05, 5.00679016e-06, 2.09808350e-05, 5.14984131e-05,\n",
       "       5.12599945e-06, 2.28881836e-05, 2.00271606e-05, 2.67028809e-05,\n",
       "       7.05718994e-05, 4.67300415e-05, 1.23977661e-04, 1.14440918e-05,\n",
       "       2.09808350e-05, 2.47955322e-05, 3.24249268e-05, 1.12056732e-05,\n",
       "       1.62124634e-05, 8.22544098e-06, 9.53674316e-07, 1.19209290e-06,\n",
       "       5.53131104e-05, 6.10351562e-05, 2.62260437e-06, 1.95503235e-05,\n",
       "       1.31130219e-05, 2.19345093e-05, 2.95639038e-05, 1.43051147e-05,\n",
       "       8.96453857e-05, 1.54972076e-05, 1.29699707e-04, 1.29699707e-04,\n",
       "       8.39233398e-05, 2.36511230e-04, 4.57763672e-05, 2.86102295e-05,\n",
       "       1.04904175e-05, 4.00543213e-05, 1.86920166e-04, 1.52587891e-05,\n",
       "       7.43865967e-05, 1.95503235e-05, 1.64031982e-04, 3.62396240e-05,\n",
       "       7.62939453e-05, 8.58306885e-06, 4.11987305e-04, 3.43322754e-05,\n",
       "       3.81469727e-06, 3.12805176e-04, 2.47955322e-05, 1.60217285e-04,\n",
       "       1.85966492e-05, 7.82012939e-05, 6.86645508e-05, 2.09808350e-05,\n",
       "       2.28881836e-05, 9.53674316e-05, 5.72204590e-06, 2.47955322e-05,\n",
       "       2.45571136e-05, 2.24113464e-05, 5.34057617e-05, 2.28881836e-04,\n",
       "       1.98364258e-04, 1.71661377e-05, 3.81469727e-05, 1.41143799e-04,\n",
       "       1.40666962e-05, 3.81469727e-05, 7.05718994e-05, 7.62939453e-05,\n",
       "       1.64031982e-04, 1.52587891e-04, 2.74658203e-04, 3.24249268e-05,\n",
       "       4.19616699e-05, 6.48498535e-05, 8.96453857e-05, 2.86102295e-05,\n",
       "       3.43322754e-05, 2.14576721e-05, 7.62939453e-06, 5.24520874e-06,\n",
       "       1.60217285e-04, 1.75476074e-04, 1.90734863e-06, 5.72204590e-05,\n",
       "       3.21865082e-05, 6.29425049e-05, 5.72204590e-05, 4.19616699e-05,\n",
       "       2.86102295e-05, 2.02655792e-06, 3.62396240e-05, 9.82284546e-05,\n",
       "       3.81469727e-06, 1.19209290e-04, 4.95910645e-05, 2.09808350e-05,\n",
       "       4.29153442e-06, 9.77516174e-06, 6.86645508e-05, 1.14440918e-05,\n",
       "       1.43051147e-05, 2.38418579e-07, 9.15527344e-05, 6.67572021e-06,\n",
       "       2.90870667e-05, 3.21865082e-06, 1.80244446e-04, 6.67572021e-06,\n",
       "       3.81469727e-06, 9.53674316e-05, 2.47955322e-05, 4.38690186e-05,\n",
       "       6.43730164e-06, 4.29153442e-06, 2.19345093e-05, 4.76837158e-06,\n",
       "       7.24792480e-05, 1.52587891e-05, 1.19209290e-07, 3.09944153e-06,\n",
       "       8.94069672e-06, 6.67572021e-06, 1.33514404e-05, 7.05718994e-05,\n",
       "       1.14440918e-04, 1.66893005e-06, 2.57492065e-05, 2.19345093e-05,\n",
       "       3.09944153e-06, 2.47955322e-05, 1.62124634e-05, 1.90734863e-05,\n",
       "       8.01086426e-05, 4.19616699e-05, 1.18255615e-04, 3.81469727e-06,\n",
       "       1.52587891e-05, 1.43051147e-05, 4.48226929e-05, 1.59740448e-05,\n",
       "       3.81469727e-05, 9.05990601e-06, 4.76837158e-06, 1.19209290e-06,\n",
       "       2.67028809e-05, 8.39233398e-05, 9.53674316e-07, 2.14576721e-05,\n",
       "       1.07288361e-05, 2.62260437e-05, 2.86102295e-05, 4.57763672e-05,\n",
       "       2.09808350e-04, 3.05175781e-05, 2.67028809e-04, 3.28063965e-04,\n",
       "       1.83105469e-04, 5.56945801e-04, 1.37329102e-04, 5.34057617e-05,\n",
       "       2.09808350e-05, 8.96453857e-05, 3.66210938e-04, 3.05175781e-05,\n",
       "       1.83105469e-04, 4.00543213e-05, 4.11987305e-04, 9.15527344e-05,\n",
       "       1.67846680e-04, 1.71661377e-05, 9.76562500e-04, 8.39233398e-05,\n",
       "       0.00000000e+00, 8.08715820e-04, 6.86645508e-05, 3.35693359e-04,\n",
       "       3.52859497e-05, 1.83105469e-04, 1.33514404e-04, 7.62939453e-05,\n",
       "       6.10351562e-05, 2.25067139e-04, 1.14440918e-05, 3.81469727e-05,\n",
       "       5.91278076e-05, 4.67300415e-05, 9.91821289e-05, 5.41687012e-04,\n",
       "       5.11169434e-04, 3.71932983e-05, 1.75476074e-04, 2.89916992e-04,\n",
       "       3.14712524e-05, 1.22070312e-04, 1.22070312e-04, 1.67846680e-04,\n",
       "       4.11987305e-04, 3.43322754e-04, 7.62939453e-04, 9.91821289e-05,\n",
       "       1.22070312e-04, 1.44958496e-04, 2.05993652e-04, 6.48498535e-05,\n",
       "       1.14440918e-04, 4.95910645e-05, 1.71661377e-05, 1.23977661e-05,\n",
       "       3.35693359e-04, 4.11987305e-04, 5.72204590e-06, 1.22070312e-04,\n",
       "       7.32839108e-05, 1.18255615e-04, 1.44958496e-04, 1.06811523e-04,\n",
       "       7.24792480e-05, 1.14440918e-05, 1.25885010e-04, 1.29699707e-04,\n",
       "       1.90734863e-05, 2.13623047e-04, 8.01086426e-05, 3.05175781e-05,\n",
       "       3.81469727e-06, 3.43322754e-05, 1.44958496e-04, 7.62939453e-06,\n",
       "       5.72204590e-05, 1.50203705e-05, 1.41143799e-04, 4.19616699e-05,\n",
       "       5.72204590e-05, 2.86102295e-06, 3.54766846e-04, 2.67028809e-05,\n",
       "       8.58306885e-06, 2.40325928e-04, 2.86102295e-05, 1.22070312e-04,\n",
       "       1.62124634e-05, 6.10351562e-05, 4.57763672e-05, 1.14440918e-05,\n",
       "       4.57763672e-05, 8.39233398e-05, 5.72204590e-06, 1.71661377e-05,\n",
       "       2.00271606e-05, 1.71661377e-05, 4.57763672e-05, 2.17437744e-04,\n",
       "       1.83105469e-04, 1.47819519e-05, 3.05175781e-05, 7.24792480e-05,\n",
       "       1.09672546e-05, 5.34057617e-05, 6.10351562e-05, 5.72204590e-05,\n",
       "       1.37329102e-04, 1.10626221e-04, 2.59399414e-04, 5.53131104e-05,\n",
       "       6.86645508e-05, 4.57763672e-05, 7.05718994e-05, 2.47955322e-05,\n",
       "       3.05175781e-05, 2.19345093e-05, 2.86102295e-06, 4.29153442e-06,\n",
       "       9.15527344e-05, 1.83105469e-04, 3.81469727e-06, 5.34057617e-05,\n",
       "       2.68220901e-05, 5.72204590e-05, 2.28881836e-05, 3.05175781e-05,\n",
       "       1.14440918e-04, 2.90870667e-05, 2.74658203e-04, 3.50952148e-04,\n",
       "       1.52587891e-05, 4.42504883e-04, 1.98364258e-04, 4.57763672e-05,\n",
       "       3.81469727e-06, 6.86645508e-05, 3.12805176e-04, 1.06811523e-04,\n",
       "       1.86920166e-04, 3.48091125e-05, 2.89916992e-04, 9.53674316e-05,\n",
       "       1.25885010e-04, 3.81469727e-06, 7.55310059e-04, 6.10351562e-05,\n",
       "       3.05175781e-05, 5.87463379e-04, 4.95910645e-05, 2.67028809e-04,\n",
       "       3.24249268e-05, 1.67846680e-04, 9.91821289e-05, 3.43322754e-05,\n",
       "       1.06811523e-04, 2.02178955e-04, 1.71661377e-05, 2.86102295e-05,\n",
       "       4.62532043e-05, 3.52859497e-05, 9.53674316e-05, 4.27246094e-04,\n",
       "       4.19616699e-04, 4.00543213e-05, 9.91821289e-05, 1.22070312e-04,\n",
       "       3.05175781e-05, 1.44958496e-04, 1.52587891e-04, 1.37329102e-04,\n",
       "       3.28063965e-04, 2.05993652e-04, 5.18798828e-04, 1.18255615e-04,\n",
       "       1.52587891e-04, 1.02996826e-04, 1.56402588e-04, 5.72204590e-05,\n",
       "       6.10351562e-05, 6.38961792e-05, 1.14440918e-05, 8.58306885e-06,\n",
       "       1.98364258e-04, 4.88281250e-04, 1.04904175e-05, 9.15527344e-05,\n",
       "       5.93662262e-05, 1.29699707e-04, 2.28881836e-05, 5.34057617e-05,\n",
       "       4.57763672e-05, 5.72204590e-06, 6.48498535e-05, 2.28881836e-05,\n",
       "       7.62939453e-06, 1.06811523e-04, 7.62939453e-05, 1.90734863e-05,\n",
       "       2.86102295e-06, 1.14440918e-05, 4.95910645e-05, 1.52587891e-05,\n",
       "       5.72204590e-05, 8.58306885e-06, 8.39233398e-05, 7.62939453e-06,\n",
       "       2.28881836e-05, 4.76837158e-07, 1.83105469e-04, 0.00000000e+00,\n",
       "       7.62939453e-06, 1.52587891e-04, 2.86102295e-05, 1.14440918e-04,\n",
       "       9.53674316e-06, 3.05175781e-05, 2.67028809e-05, 0.00000000e+00,\n",
       "       1.52587891e-05, 5.53131104e-05, 3.81469727e-06, 0.00000000e+00,\n",
       "       1.09672546e-05, 9.53674316e-06, 2.67028809e-05, 1.06811523e-04,\n",
       "       7.62939453e-05, 9.53674316e-06, 5.72204590e-05, 6.86645508e-05,\n",
       "       6.67572021e-06, 0.00000000e+00, 2.67028809e-05, 6.10351562e-05,\n",
       "       1.06811523e-04, 3.81469727e-05, 1.83105469e-04, 2.28881836e-05,\n",
       "       0.00000000e+00, 3.62396240e-05, 8.39233398e-05, 1.90734863e-06,\n",
       "       0.00000000e+00, 1.71661377e-05, 1.90734863e-06, 2.98023224e-06,\n",
       "       1.67846680e-04, 1.06811523e-04, 7.62939453e-06, 2.67028809e-05,\n",
       "       1.49011612e-05, 3.81469727e-06, 1.90734863e-05, 7.62939453e-06,\n",
       "       1.55639648e-03, 3.28063965e-04, 3.05175781e-03, 3.90625000e-03,\n",
       "       2.44140625e-04, 4.76074219e-03, 1.83105469e-03, 7.32421875e-04,\n",
       "       1.22070312e-04, 7.62939453e-04, 3.54003906e-03, 7.32421875e-04,\n",
       "       2.01416016e-03, 3.96728516e-04, 3.60107422e-03, 9.15527344e-04,\n",
       "       1.52587891e-03, 5.34057617e-05, 9.15527344e-03, 6.10351562e-04,\n",
       "       2.44140625e-04, 7.20214844e-03, 7.32421875e-04, 3.17382812e-03,\n",
       "       3.96728516e-04, 1.95312500e-03, 1.19018555e-03, 6.10351562e-04,\n",
       "       1.34277344e-03, 2.38037109e-03, 1.98364258e-04, 3.66210938e-04,\n",
       "       5.34057617e-04, 4.34875488e-04, 1.09863281e-03, 5.00488281e-03,\n",
       "       4.51660156e-03, 4.50134277e-04, 1.22070312e-03, 1.89208984e-03,\n",
       "       3.35693359e-04, 1.46484375e-03, 1.58691406e-03, 1.34277344e-03,\n",
       "       3.90625000e-03, 2.68554688e-03, 6.10351562e-03, 1.34277344e-03,\n",
       "       1.40380859e-03, 1.09863281e-03, 1.83105469e-03, 5.79833984e-04,\n",
       "       9.15527344e-04, 6.71386719e-04, 1.52587891e-05, 9.91821289e-05,\n",
       "       2.44140625e-03, 5.73730469e-03, 1.29699707e-04, 1.12915039e-03,\n",
       "       6.88076019e-04, 1.34277344e-03, 1.83105469e-04, 3.66210938e-04,\n",
       "       8.01086426e-05, 1.23977661e-05, 7.62939453e-05, 2.13623047e-04,\n",
       "       1.22070312e-04, 1.75476074e-04, 1.98364258e-04, 6.10351562e-05,\n",
       "       3.81469727e-06, 7.62939453e-05, 1.52587891e-05, 6.10351562e-05,\n",
       "       1.22070312e-04, 1.47819519e-05, 1.52587891e-04, 1.52587891e-05,\n",
       "       1.90734863e-04, 8.58306885e-06, 0.00000000e+00, 4.19616699e-05,\n",
       "       7.62939453e-05, 6.10351562e-05, 3.81469727e-05, 4.57763672e-05,\n",
       "       2.28881836e-05, 6.10351562e-05, 5.34057617e-05, 7.62939453e-05,\n",
       "       3.05175781e-05, 1.60217285e-04, 1.52587891e-05, 4.19616699e-05,\n",
       "       9.05990601e-06, 4.76837158e-06, 4.57763672e-05, 2.67028809e-04,\n",
       "       3.28063965e-04, 1.52587891e-05, 1.52587891e-05, 1.60217285e-04,\n",
       "       3.05175781e-05, 2.28881836e-04, 1.75476074e-04, 3.05175781e-05,\n",
       "       1.52587891e-04, 6.86645508e-05, 1.52587891e-04, 6.10351562e-05,\n",
       "       1.22070312e-04, 5.34057617e-05, 2.28881836e-05, 1.71661377e-05,\n",
       "       9.15527344e-05, 3.43322754e-05, 1.71661377e-05, 3.81469727e-06,\n",
       "       1.67846680e-04, 1.52587891e-04, 1.90734863e-05, 1.52587891e-05,\n",
       "       1.90138817e-05, 1.02996826e-04, 1.44958496e-04, 1.83105469e-04,\n",
       "       6.71386719e-04, 1.33514404e-04, 1.00708008e-03, 1.12915039e-03,\n",
       "       4.27246094e-04, 1.89208984e-03, 3.66210938e-04, 3.50952148e-04,\n",
       "       0.00000000e+00, 2.59399414e-04, 1.31225586e-03, 4.27246094e-04,\n",
       "       7.62939453e-04, 1.60217285e-04, 1.22070312e-03, 3.20434570e-04,\n",
       "       2.28881836e-04, 0.00000000e+00, 3.84521484e-03, 2.44140625e-04,\n",
       "       4.57763672e-05, 2.62451172e-03, 1.67846680e-04, 1.12915039e-03,\n",
       "       1.52587891e-04, 1.00708008e-03, 4.42504883e-04, 9.15527344e-05,\n",
       "       7.93457031e-04, 7.62939453e-04, 1.25885010e-04, 1.60217285e-04,\n",
       "       1.98364258e-04, 1.81198120e-04, 3.50952148e-04, 1.77001953e-03,\n",
       "       1.83105469e-03, 1.56402588e-04, 6.71386719e-04, 1.09863281e-03,\n",
       "       1.14440918e-04, 2.13623047e-04, 3.35693359e-04, 3.66210938e-04,\n",
       "       1.46484375e-03, 1.09863281e-03, 2.07519531e-03, 5.64575195e-04,\n",
       "       2.74658203e-04, 4.57763672e-04, 6.40869141e-04, 2.89916992e-04,\n",
       "       3.96728516e-04, 2.40325928e-04, 0.00000000e+00, 4.19616699e-05,\n",
       "       1.09863281e-03, 2.92968750e-03, 3.43322754e-05, 5.03540039e-04,\n",
       "       2.57015228e-04, 4.57763672e-04, 1.52587891e-04, 6.10351562e-05,\n",
       "       2.44140625e-03, 5.34057617e-04, 4.15039062e-03, 6.34765625e-03,\n",
       "       7.32421875e-04, 8.54492188e-03, 2.44140625e-03, 1.22070312e-03,\n",
       "       2.44140625e-04, 1.09863281e-03, 6.34765625e-03, 1.70898438e-03,\n",
       "       4.02832031e-03, 6.94274902e-04, 6.10351562e-03, 1.34277344e-03,\n",
       "       2.31933594e-03, 7.62939453e-05, 1.53808594e-02, 1.12915039e-03,\n",
       "       6.71386719e-04, 1.26953125e-02, 8.54492188e-04, 6.46972656e-03,\n",
       "       8.08715820e-04, 2.56347656e-03, 1.89208984e-03, 6.10351562e-04,\n",
       "       4.39453125e-03, 3.60107422e-03, 4.88281250e-04, 5.79833984e-04,\n",
       "       9.46044922e-04, 8.08715820e-04, 1.40380859e-03, 7.56835938e-03,\n",
       "       7.81250000e-03, 7.32421875e-04, 1.58691406e-03, 4.02832031e-03,\n",
       "       5.49316406e-04, 1.95312500e-03, 2.07519531e-03, 2.56347656e-03,\n",
       "       6.22558594e-03, 5.98144531e-03, 1.29394531e-02, 1.46484375e-03,\n",
       "       1.95312500e-03, 1.77001953e-03, 3.66210938e-03, 1.46484375e-03,\n",
       "       1.58691406e-03, 1.02233887e-03, 9.15527344e-05, 1.22070312e-04,\n",
       "       3.90625000e-03, 1.48925781e-02, 1.52587891e-05, 2.31933594e-03,\n",
       "       1.17230415e-03, 2.44140625e-03, 1.70898438e-03, 8.54492188e-04,\n",
       "       1.02539062e-02, 2.31933594e-03, 2.14843750e-02, 2.39257812e-02,\n",
       "       2.92968750e-03, 3.41796875e-02, 1.36718750e-02, 6.83593750e-03,\n",
       "       1.46484375e-03, 4.51660156e-03, 2.24609375e-02, 3.90625000e-03,\n",
       "       1.34277344e-02, 2.59399414e-03, 2.24609375e-02, 5.37109375e-03,\n",
       "       7.08007812e-03, 2.44140625e-04, 6.05468750e-02, 2.56347656e-03,\n",
       "       0.00000000e+00, 4.58984375e-02, 2.92968750e-03, 2.34375000e-02,\n",
       "       2.62451172e-03, 1.26953125e-02, 7.32421875e-03, 2.44140625e-04,\n",
       "       8.78906250e-03, 1.56250000e-02, 1.83105469e-03, 2.92968750e-03,\n",
       "       3.60107422e-03, 3.35693359e-03, 7.81250000e-03, 2.92968750e-02,\n",
       "       3.22265625e-02, 2.86865234e-03, 5.85937500e-03, 1.85546875e-02,\n",
       "       1.92260742e-03, 7.32421875e-03, 8.30078125e-03, 1.31835938e-02,\n",
       "       2.29492188e-02, 2.24609375e-02, 4.29687500e-02, 7.81250000e-03,\n",
       "       7.81250000e-03, 8.05664062e-03, 1.46484375e-02, 5.12695312e-03,\n",
       "       7.32421875e-03, 4.39453125e-03, 4.88281250e-04, 7.47680664e-04,\n",
       "       1.17187500e-02, 4.88281250e-02, 3.66210938e-04, 7.56835938e-03,\n",
       "       4.52995300e-03, 8.05664062e-03, 3.41796875e-03, 9.76562500e-04,\n",
       "       5.56640625e-02, 1.14746094e-02, 1.13281250e-01, 1.32812500e-01,\n",
       "       1.56250000e-02, 1.91406250e-01, 7.81250000e-02, 3.51562500e-02,\n",
       "       7.81250000e-03, 1.95312500e-02, 1.13281250e-01, 3.12500000e-02,\n",
       "       7.42187500e-02, 1.51367188e-02, 1.28906250e-01, 3.51562500e-02,\n",
       "       3.12500000e-02, 9.76562500e-04, 3.28125000e-01, 1.56250000e-02,\n",
       "       4.88281250e-03, 2.69531250e-01, 2.92968750e-02, 1.13281250e-01,\n",
       "       1.46484375e-02, 7.03125000e-02, 4.29687500e-02, 0.00000000e+00,\n",
       "       5.07812500e-02, 8.20312500e-02, 1.02539062e-02, 1.85546875e-02,\n",
       "       1.94091797e-02, 1.75781250e-02, 4.10156250e-02, 1.71875000e-01,\n",
       "       1.75781250e-01, 1.63574219e-02, 3.51562500e-02, 1.13281250e-01,\n",
       "       1.12304688e-02, 4.29687500e-02, 3.51562500e-02, 6.64062500e-02,\n",
       "       1.23046875e-01, 1.21093750e-01, 2.42187500e-01, 4.49218750e-02,\n",
       "       5.07812500e-02, 4.78515625e-02, 8.59375000e-02, 2.92968750e-02,\n",
       "       4.10156250e-02, 2.39257812e-02, 0.00000000e+00, 4.02832031e-03,\n",
       "       7.03125000e-02, 2.50000000e-01, 2.92968750e-03, 4.39453125e-02,\n",
       "       2.49252319e-02, 4.88281250e-02, 7.81250000e-03, 1.17187500e-02,\n",
       "       1.52343750e-01, 2.83203125e-02, 2.96875000e-01, 3.43750000e-01,\n",
       "       3.12500000e-02, 5.07812500e-01, 2.18750000e-01, 9.37500000e-02,\n",
       "       2.92968750e-02, 5.66406250e-02, 3.12500000e-01, 6.25000000e-02,\n",
       "       1.95312500e-01, 4.00390625e-02, 3.67187500e-01, 9.37500000e-02,\n",
       "       8.98437500e-02, 2.92968750e-03, 9.06250000e-01, 3.90625000e-02,\n",
       "       1.56250000e-02, 7.50000000e-01, 8.20312500e-02, 3.35937500e-01,\n",
       "       3.90625000e-02, 1.91406250e-01, 1.21093750e-01, 0.00000000e+00,\n",
       "       1.56250000e-01, 2.18750000e-01, 2.34375000e-02, 5.46875000e-02,\n",
       "       5.27343750e-02, 4.98046875e-02, 1.01562500e-01, 4.68750000e-01,\n",
       "       4.53125000e-01, 4.49218750e-02, 7.81250000e-02, 2.96875000e-01,\n",
       "       2.92968750e-02, 1.09375000e-01, 9.37500000e-02, 1.71875000e-01,\n",
       "       3.35937500e-01, 3.20312500e-01, 6.71875000e-01, 1.09375000e-01,\n",
       "       1.25000000e-01, 1.32812500e-01, 2.50000000e-01, 9.17968750e-02,\n",
       "       1.17187500e-01, 6.15234375e-02, 1.95312500e-03, 1.02539062e-02,\n",
       "       2.18750000e-01, 6.56250000e-01, 1.07421875e-02, 1.25000000e-01,\n",
       "       6.79244995e-02, 1.17187500e-01, 2.34375000e-02, 1.56250000e-02,\n",
       "       9.17968750e-02, 1.80664062e-02, 1.71875000e-01, 1.87500000e-01,\n",
       "       1.56250000e-02, 2.61718750e-01, 1.09375000e-01, 4.49218750e-02,\n",
       "       1.46484375e-02, 3.12500000e-02, 1.83593750e-01, 7.81250000e-03,\n",
       "       9.76562500e-02, 2.07519531e-02, 1.95312500e-01, 5.46875000e-02,\n",
       "       4.49218750e-02, 3.41796875e-03, 4.88281250e-01, 2.14843750e-02,\n",
       "       1.56250000e-02, 4.21875000e-01, 2.92968750e-02, 2.30468750e-01,\n",
       "       1.75781250e-02, 9.37500000e-02, 7.03125000e-02, 5.85937500e-03,\n",
       "       1.09375000e-01, 1.11328125e-01, 8.78906250e-03, 3.51562500e-02,\n",
       "       2.80761719e-02, 2.80761719e-02, 5.46875000e-02, 2.46093750e-01,\n",
       "       2.81250000e-01, 2.73437500e-02, 1.95312500e-02, 1.79687500e-01,\n",
       "       1.70898438e-02, 7.42187500e-02, 3.90625000e-02, 1.09375000e-01,\n",
       "       1.71875000e-01, 1.60156250e-01, 3.35937500e-01, 5.07812500e-02,\n",
       "       6.25000000e-02, 7.81250000e-02, 1.09375000e-01, 5.17578125e-02,\n",
       "       4.68750000e-02, 3.80859375e-02, 1.95312500e-03, 6.22558594e-03,\n",
       "       7.81250000e-02, 3.98437500e-01, 4.88281250e-04, 6.05468750e-02,\n",
       "       3.71055603e-02, 4.49218750e-02, 2.73437500e-02, 2.34375000e-02,\n",
       "       2.89062500e-01, 5.46875000e-02, 5.78125000e-01, 6.25000000e-01,\n",
       "       1.56250000e-01, 9.37500000e-01, 3.43750000e-01, 1.71875000e-01,\n",
       "       7.03125000e-02, 1.21093750e-01, 7.03125000e-01, 6.25000000e-02,\n",
       "       4.06250000e-01, 8.00781250e-02, 6.87500000e-01, 2.18750000e-01,\n",
       "       2.03125000e-01, 7.81250000e-03, 1.79687500e+00, 9.76562500e-02,\n",
       "       1.56250000e-02, 1.43750000e+00, 1.87500000e-01, 6.87500000e-01,\n",
       "       7.42187500e-02, 3.75000000e-01, 2.26562500e-01, 7.81250000e-03,\n",
       "       3.12500000e-01, 3.98437500e-01, 4.10156250e-02, 1.21093750e-01,\n",
       "       1.07421875e-01, 1.01562500e-01, 2.10937500e-01, 9.37500000e-01,\n",
       "       1.04687500e+00, 9.37500000e-02, 1.87500000e-01, 5.78125000e-01,\n",
       "       6.05468750e-02, 3.12500000e-02, 1.48437500e-01, 3.28125000e-01,\n",
       "       6.56250000e-01, 7.34375000e-01, 1.50000000e+00, 1.71875000e-01,\n",
       "       1.71875000e-01, 2.65625000e-01, 4.37500000e-01, 1.52343750e-01,\n",
       "       1.71875000e-01, 1.40625000e-01, 3.90625000e-03, 2.19726562e-02,\n",
       "       5.00000000e-01, 1.15625000e+00, 1.36718750e-02, 2.57812500e-01,\n",
       "       1.35421753e-01, 2.34375000e-01, 1.09375000e-01, 1.56250000e-01,\n",
       "       6.40625000e-01, 1.25000000e-01, 1.43750000e+00, 1.56250000e+00,\n",
       "       2.50000000e-01, 2.28125000e+00, 7.50000000e-01, 4.37500000e-01,\n",
       "       1.71875000e-01, 2.81250000e-01, 1.50000000e+00, 3.12500000e-01,\n",
       "       9.37500000e-01, 1.87500000e-01, 1.56250000e+00, 3.75000000e-01,\n",
       "       4.06250000e-01, 2.73437500e-02, 4.28125000e+00, 2.65625000e-01,\n",
       "       6.25000000e-02, 3.43750000e+00, 4.53125000e-01, 1.37500000e+00,\n",
       "       1.48437500e-01, 9.68750000e-01, 4.84375000e-01, 9.37500000e-02,\n",
       "       8.12500000e-01, 9.68750000e-01, 9.37500000e-02, 2.03125000e-01,\n",
       "       2.48046875e-01, 2.32421875e-01, 6.09375000e-01, 2.25000000e+00,\n",
       "       2.43750000e+00, 2.34375000e-01, 6.56250000e-01, 1.34375000e+00,\n",
       "       1.36718750e-01, 6.25000000e-02, 3.75000000e-01, 1.12500000e+00,\n",
       "       1.62500000e+00, 1.46875000e+00, 3.31250000e+00, 5.00000000e-01,\n",
       "       4.68750000e-01, 6.25000000e-01, 1.06250000e+00, 3.75000000e-01,\n",
       "       4.37500000e-01, 3.43750000e-01, 1.56250000e-02, 5.46875000e-02,\n",
       "       7.50000000e-01, 2.93750000e+00, 4.68750000e-02, 6.71875000e-01,\n",
       "       3.22723389e-01, 4.21875000e-01, 1.56250000e-01, 4.68750000e-01,\n",
       "       2.18750000e-01, 3.90625000e-02, 5.00000000e-01, 2.81250000e-01,\n",
       "       0.00000000e+00, 5.00000000e-01, 3.75000000e-01, 1.71875000e-01,\n",
       "       4.68750000e-02, 3.90625000e-02, 3.43750000e-01, 3.12500000e-02,\n",
       "       4.06250000e-01, 4.29687500e-02, 2.81250000e-01, 1.87500000e-01,\n",
       "       7.81250000e-02, 1.17187500e-02, 1.09375000e+00, 4.68750000e-02,\n",
       "       7.81250000e-03, 9.37500000e-01, 1.25000000e-01, 4.37500000e-01,\n",
       "       2.34375000e-02, 2.65625000e-01, 9.37500000e-02, 0.00000000e+00,\n",
       "       2.50000000e-01, 2.96875000e-01, 3.90625000e-02, 7.03125000e-02,\n",
       "       7.03125000e-02, 6.25000000e-02, 2.03125000e-01, 6.87500000e-01,\n",
       "       5.78125000e-01, 5.66406250e-02, 9.37500000e-02, 2.50000000e-01,\n",
       "       3.51562500e-02, 1.25000000e-01, 0.00000000e+00, 4.06250000e-01,\n",
       "       4.37500000e-01, 4.37500000e-01, 1.18750000e+00, 6.25000000e-02,\n",
       "       2.96875000e-01, 1.71875000e-01, 3.28125000e-01, 6.25000000e-02,\n",
       "       1.56250000e-01, 9.37500000e-02, 3.90625000e-03, 8.78906250e-03,\n",
       "       9.37500000e-02, 8.12500000e-01, 1.95312500e-02, 2.34375000e-01,\n",
       "       8.94470215e-02, 2.18750000e-01, 4.68750000e-02, 0.00000000e+00,\n",
       "       1.25000000e-01, 5.46875000e-02, 2.50000000e-01, 3.12500000e-01,\n",
       "       9.37500000e-02, 4.21875000e-01, 1.56250000e-01, 6.25000000e-02,\n",
       "       7.03125000e-02, 5.46875000e-02, 4.37500000e-01, 2.18750000e-01,\n",
       "       1.56250000e-02, 4.88281250e-02, 7.96875000e-01, 1.56250000e-02,\n",
       "       1.09375000e-01, 9.76562500e-03, 1.03125000e+00, 1.01562500e-01,\n",
       "       3.90625000e-02, 7.18750000e-01, 1.09375000e-01, 2.18750000e-01,\n",
       "       2.73437500e-02, 3.12500000e-02, 2.42187500e-01, 1.25000000e-01,\n",
       "       9.37500000e-02, 1.71875000e-01, 4.29687500e-02, 1.01562500e-01,\n",
       "       5.85937500e-02, 6.64062500e-02, 7.81250000e-02, 8.90625000e-01,\n",
       "       5.31250000e-01, 6.25000000e-02, 2.81250000e-01, 2.18750000e-01,\n",
       "       9.76562500e-03, 1.25000000e-01, 7.81250000e-02, 2.18750000e-01,\n",
       "       3.28125000e-01, 7.81250000e-01, 1.12500000e+00, 2.96875000e-01,\n",
       "       2.96875000e-01, 1.17187500e-01, 1.25000000e-01, 2.34375000e-02,\n",
       "       1.09375000e-01, 9.37500000e-02, 3.90625000e-02, 1.17187500e-02,\n",
       "       8.12500000e-01, 9.68750000e-01, 2.34375000e-02, 2.34375000e-01,\n",
       "       7.76062012e-02, 9.37500000e-02, 3.12500000e-02, 3.12500000e-01,\n",
       "       6.50000000e+00, 1.31250000e+00, 1.37500000e+01, 1.55000000e+01,\n",
       "       1.00000000e+00, 2.10000000e+01, 5.50000000e+00, 3.50000000e+00,\n",
       "       1.18750000e+00, 2.75000000e+00, 1.55000000e+01, 5.50000000e+00,\n",
       "       8.25000000e+00, 1.90625000e+00, 1.72500000e+01, 3.25000000e+00,\n",
       "       4.00000000e+00, 3.43750000e-01, 4.10000000e+01, 1.50000000e+00,\n",
       "       7.50000000e-01, 3.25000000e+01, 4.00000000e+00, 1.20000000e+01,\n",
       "       1.37500000e+00, 8.50000000e+00, 5.25000000e+00, 5.00000000e-01,\n",
       "       5.50000000e+00, 9.25000000e+00, 1.25000000e+00, 2.00000000e+00,\n",
       "       2.37500000e+00, 2.25000000e+00, 5.62500000e+00, 2.30000000e+01,\n",
       "       2.25000000e+01, 2.31250000e+00, 7.50000000e+00, 1.35000000e+01,\n",
       "       1.12500000e+00, 3.50000000e+00, 3.75000000e+00, 1.05000000e+01,\n",
       "       1.55000000e+01, 1.65000000e+01, 3.45000000e+01, 2.75000000e+00,\n",
       "       4.75000000e+00, 6.00000000e+00, 9.50000000e+00, 3.37500000e+00,\n",
       "       3.00000000e+00, 3.25000000e+00, 1.25000000e-01, 5.78125000e-01,\n",
       "       4.50000000e+00, 2.95000000e+01, 3.75000000e-01, 7.25000000e+00,\n",
       "       3.12109375e+00, 4.50000000e+00, 2.00000000e+00, 5.00000000e+00,\n",
       "       3.50000000e+00, 6.25000000e-01, 7.12500000e+00, 8.00000000e+00,\n",
       "       7.50000000e-01, 1.07500000e+01, 3.25000000e+00, 1.87500000e+00,\n",
       "       8.12500000e-01, 1.43750000e+00, 7.75000000e+00, 1.25000000e+00,\n",
       "       4.12500000e+00, 9.06250000e-01, 8.75000000e+00, 2.00000000e+00,\n",
       "       2.25000000e+00, 2.03125000e-01, 2.02500000e+01, 6.87500000e-01,\n",
       "       5.62500000e-01, 1.65000000e+01, 2.25000000e+00, 6.25000000e+00,\n",
       "       5.62500000e-01, 4.50000000e+00, 2.68750000e+00, 0.00000000e+00,\n",
       "       2.75000000e+00, 4.62500000e+00, 7.50000000e-01, 1.18750000e+00,\n",
       "       1.16406250e+00, 1.15625000e+00, 2.81250000e+00, 1.16250000e+01,\n",
       "       1.12500000e+01, 1.10937500e+00, 3.50000000e+00, 7.12500000e+00,\n",
       "       5.46875000e-01, 1.75000000e+00, 1.87500000e+00, 4.25000000e+00,\n",
       "       7.00000000e+00, 8.25000000e+00, 1.72500000e+01, 6.25000000e-01,\n",
       "       2.50000000e+00, 3.00000000e+00, 4.50000000e+00, 2.06250000e+00,\n",
       "       1.37500000e+00, 1.81250000e+00, 2.50000000e-01, 2.50000000e-01,\n",
       "       2.00000000e+00, 1.50000000e+01, 1.25000000e-01, 3.50000000e+00,\n",
       "       1.54370117e+00, 2.25000000e+00, 1.37500000e+00, 2.50000000e+00],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = np.abs(o_result - o_golden) # 计算运算结果和预期结果偏差\n",
    "result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1.68750000e+00, 6.25000000e-01, 3.12500000e-02, 7.81250000e-02,\n",
       "       5.62500000e-01, 1.00000000e+00, 4.21875000e-01, 7.03125000e-01,\n",
       "       8.75000000e-01, 2.81250000e-01, 9.06250000e-01, 1.53125000e+00,\n",
       "       3.20312500e-01, 7.96875000e-01, 1.03125000e+00, 7.50000000e-01,\n",
       "       1.53125000e+00, 3.43750000e-01, 8.75000000e-01, 7.18750000e-01,\n",
       "       7.42187500e-02, 1.31250000e+00, 1.00000000e+00, 2.57812500e-01,\n",
       "       4.60937500e-01, 8.28125000e-01, 1.93750000e+00, 1.75781250e-01,\n",
       "       1.53125000e+00, 8.28125000e-01, 1.56250000e-01, 1.43750000e+00,\n",
       "       1.81250000e+00, 1.00000000e+00, 7.18750000e-01, 6.71875000e-01,\n",
       "       1.40625000e+00, 2.65625000e-01, 2.81250000e-01, 4.84375000e-01,\n",
       "       1.03125000e+00, 1.56250000e-01, 2.65625000e-01, 1.31250000e+00,\n",
       "       9.68750000e-01, 3.82812500e-01, 1.21875000e+00, 6.87500000e-01,\n",
       "       1.03125000e+00, 4.45312500e-01, 1.56250000e+00, 2.42187500e-01,\n",
       "       1.09375000e+00, 1.06250000e+00, 7.96875000e-01, 1.56250000e-02,\n",
       "       1.43750000e+00, 1.56250000e+00, 1.62500000e+00, 3.90625000e-02,\n",
       "       1.71875000e+00, 3.28125000e-01, 2.42187500e-01, 1.09375000e+00,\n",
       "       2.96875000e-01, 1.01562500e-01, 8.30078125e-03, 2.34375000e-02,\n",
       "       1.01562500e-01, 1.71875000e-01, 7.61718750e-02, 1.21093750e-01,\n",
       "       1.60156250e-01, 4.39453125e-02, 1.40625000e-01, 2.65625000e-01,\n",
       "       6.44531250e-02, 1.36718750e-01, 1.87500000e-01, 1.17187500e-01,\n",
       "       2.65625000e-01, 6.64062500e-02, 1.52343750e-01, 1.17187500e-01,\n",
       "       1.41601562e-02, 2.50000000e-01, 1.60156250e-01, 4.49218750e-02,\n",
       "       7.81250000e-02, 1.40625000e-01, 3.51562500e-01, 3.80859375e-02,\n",
       "       2.65625000e-01, 1.52343750e-01, 2.73437500e-02, 2.42187500e-01,\n",
       "       3.28125000e-01, 1.75781250e-01, 1.32812500e-01, 1.01562500e-01,\n",
       "       2.34375000e-01, 4.88281250e-02, 6.25000000e-02, 6.83593750e-02,\n",
       "       1.83593750e-01, 1.66015625e-02, 5.07812500e-02, 2.26562500e-01,\n",
       "       1.67968750e-01, 6.44531250e-02, 2.18750000e-01, 1.36718750e-01,\n",
       "       1.64062500e-01, 7.81250000e-02, 2.73437500e-01, 4.49218750e-02,\n",
       "       1.79687500e-01, 1.83593750e-01, 1.28906250e-01, 1.95312500e-03,\n",
       "       2.57812500e-01, 2.81250000e-01, 2.89062500e-01, 1.56250000e-02,\n",
       "       3.04687500e-01, 3.51562500e-02, 3.51562500e-02, 1.71875000e-01,\n",
       "       3.37500000e+00, 1.25000000e+00, 6.64062500e-02, 1.56250000e-01,\n",
       "       1.12500000e+00, 2.00000000e+00, 8.43750000e-01, 1.40625000e+00,\n",
       "       1.68750000e+00, 5.62500000e-01, 1.93750000e+00, 3.00000000e+00,\n",
       "       6.56250000e-01, 1.59375000e+00, 2.00000000e+00, 1.56250000e+00,\n",
       "       3.06250000e+00, 6.71875000e-01, 1.75000000e+00, 1.43750000e+00,\n",
       "       1.48437500e-01, 2.75000000e+00, 2.00000000e+00, 5.00000000e-01,\n",
       "       9.06250000e-01, 1.71875000e+00, 4.00000000e+00, 3.35937500e-01,\n",
       "       3.12500000e+00, 1.65625000e+00, 3.04687500e-01, 2.81250000e+00,\n",
       "       3.50000000e+00, 2.06250000e+00, 1.43750000e+00, 1.37500000e+00,\n",
       "       2.68750000e+00, 5.15625000e-01, 5.78125000e-01, 9.68750000e-01,\n",
       "       2.06250000e+00, 2.81250000e-01, 5.46875000e-01, 2.68750000e+00,\n",
       "       1.93750000e+00, 7.65625000e-01, 2.56250000e+00, 1.37500000e+00,\n",
       "       2.06250000e+00, 9.06250000e-01, 3.12500000e+00, 4.68750000e-01,\n",
       "       2.18750000e+00, 2.06250000e+00, 1.56250000e+00, 3.12500000e-02,\n",
       "       2.93750000e+00, 3.12500000e+00, 3.31250000e+00, 7.81250000e-02,\n",
       "       3.50000000e+00, 5.93750000e-01, 5.00000000e-01, 2.18750000e+00,\n",
       "       3.87500000e+00, 1.40625000e+00, 7.03125000e-02, 1.25000000e-01,\n",
       "       1.28125000e+00, 2.25000000e+00, 9.68750000e-01, 1.62500000e+00,\n",
       "       2.00000000e+00, 6.40625000e-01, 2.12500000e+00, 3.37500000e+00,\n",
       "       7.34375000e-01, 1.87500000e+00, 2.37500000e+00, 1.75000000e+00,\n",
       "       3.50000000e+00, 8.12500000e-01, 2.00000000e+00, 1.62500000e+00,\n",
       "       1.79687500e-01, 3.12500000e+00, 2.18750000e+00, 5.78125000e-01,\n",
       "       1.00000000e+00, 1.93750000e+00, 4.37500000e+00, 4.06250000e-01,\n",
       "       3.62500000e+00, 1.93750000e+00, 3.51562500e-01, 3.37500000e+00,\n",
       "       4.12500000e+00, 2.37500000e+00, 1.62500000e+00, 1.43750000e+00,\n",
       "       3.06250000e+00, 6.09375000e-01, 6.71875000e-01, 1.09375000e+00,\n",
       "       2.37500000e+00, 3.43750000e-01, 6.09375000e-01, 3.00000000e+00,\n",
       "       2.25000000e+00, 8.43750000e-01, 2.87500000e+00, 1.68750000e+00,\n",
       "       2.31250000e+00, 1.00000000e+00, 3.50000000e+00, 5.93750000e-01,\n",
       "       2.43750000e+00, 2.43750000e+00, 1.81250000e+00, 3.12500000e-02,\n",
       "       3.37500000e+00, 3.62500000e+00, 3.75000000e+00, 1.09375000e-01,\n",
       "       4.00000000e+00, 6.56250000e-01, 5.62500000e-01, 2.37500000e+00,\n",
       "       2.50000000e-01, 0.00000000e+00, 0.00000000e+00, 3.12500000e-02,\n",
       "       0.00000000e+00, 1.25000000e-01, 3.12500000e-02, 6.25000000e-02,\n",
       "       6.25000000e-02, 0.00000000e+00, 1.25000000e-01, 0.00000000e+00,\n",
       "       3.12500000e-02, 0.00000000e+00, 0.00000000e+00, 6.25000000e-02,\n",
       "       1.25000000e-01, 3.12500000e-02, 0.00000000e+00, 6.25000000e-02,\n",
       "       0.00000000e+00, 1.25000000e-01, 1.25000000e-01, 3.12500000e-02,\n",
       "       3.12500000e-02, 6.25000000e-02, 1.25000000e-01, 3.12500000e-02,\n",
       "       1.25000000e-01, 1.25000000e-01, 0.00000000e+00, 1.25000000e-01,\n",
       "       2.50000000e-01, 1.25000000e-01, 6.25000000e-02, 1.25000000e-01,\n",
       "       1.25000000e-01, 6.25000000e-02, 3.12500000e-02, 6.25000000e-02,\n",
       "       6.25000000e-02, 3.12500000e-02, 3.12500000e-02, 2.50000000e-01,\n",
       "       1.25000000e-01, 6.25000000e-02, 0.00000000e+00, 1.25000000e-01,\n",
       "       6.25000000e-02, 6.25000000e-02, 1.25000000e-01, 3.12500000e-02,\n",
       "       1.25000000e-01, 1.25000000e-01, 6.25000000e-02, 0.00000000e+00,\n",
       "       0.00000000e+00, 1.25000000e-01, 1.25000000e-01, 3.12500000e-02,\n",
       "       1.25000000e-01, 0.00000000e+00, 3.12500000e-02, 0.00000000e+00,\n",
       "       5.18750000e+00, 1.90625000e+00, 1.05468750e-01, 2.34375000e-01,\n",
       "       1.75000000e+00, 3.03125000e+00, 1.32812500e+00, 2.15625000e+00,\n",
       "       2.71875000e+00, 8.75000000e-01, 2.84375000e+00, 4.75000000e+00,\n",
       "       1.00000000e+00, 2.46875000e+00, 3.15625000e+00, 2.37500000e+00,\n",
       "       4.81250000e+00, 1.06250000e+00, 2.75000000e+00, 2.21875000e+00,\n",
       "       2.34375000e-01, 4.31250000e+00, 3.00000000e+00, 7.81250000e-01,\n",
       "       1.37500000e+00, 2.56250000e+00, 6.00000000e+00, 5.46875000e-01,\n",
       "       4.75000000e+00, 2.59375000e+00, 4.68750000e-01, 4.37500000e+00,\n",
       "       5.43750000e+00, 3.18750000e+00, 2.21875000e+00, 2.00000000e+00,\n",
       "       4.18750000e+00, 8.28125000e-01, 8.75000000e-01, 1.45312500e+00,\n",
       "       3.18750000e+00, 4.53125000e-01, 8.28125000e-01, 4.06250000e+00,\n",
       "       2.96875000e+00, 1.14062500e+00, 3.75000000e+00, 2.21875000e+00,\n",
       "       3.15625000e+00, 1.39062500e+00, 4.87500000e+00, 7.50000000e-01,\n",
       "       3.31250000e+00, 3.25000000e+00, 2.40625000e+00, 2.34375000e-02,\n",
       "       4.50000000e+00, 4.81250000e+00, 5.06250000e+00, 2.03125000e-01,\n",
       "       5.31250000e+00, 8.75000000e-01, 7.18750000e-01, 3.31250000e+00,\n",
       "       1.62500000e+00, 6.25000000e-01, 1.56250000e-02, 0.00000000e+00,\n",
       "       5.00000000e-01, 1.06250000e+00, 4.06250000e-01, 6.87500000e-01,\n",
       "       8.12500000e-01, 3.12500000e-01, 1.00000000e+00, 1.37500000e+00,\n",
       "       2.81250000e-01, 7.50000000e-01, 1.00000000e+00, 8.75000000e-01,\n",
       "       1.50000000e+00, 2.81250000e-01, 8.12500000e-01, 7.50000000e-01,\n",
       "       6.25000000e-02, 1.25000000e+00, 9.37500000e-01, 2.50000000e-01,\n",
       "       4.37500000e-01, 8.75000000e-01, 1.75000000e+00, 1.56250000e-01,\n",
       "       1.50000000e+00, 7.50000000e-01, 1.40625000e-01, 1.37500000e+00,\n",
       "       1.62500000e+00, 1.00000000e+00, 6.87500000e-01, 7.50000000e-01,\n",
       "       1.37500000e+00, 2.50000000e-01, 1.87500000e-01, 5.93750000e-01,\n",
       "       1.12500000e+00, 2.34375000e-01, 1.87500000e-01, 1.25000000e+00,\n",
       "       8.75000000e-01, 3.75000000e-01, 1.12500000e+00, 6.25000000e-01,\n",
       "       1.00000000e+00, 4.68750000e-01, 1.50000000e+00, 2.03125000e-01,\n",
       "       1.12500000e+00, 1.00000000e+00, 8.75000000e-01, 3.12500000e-02,\n",
       "       1.37500000e+00, 1.62500000e+00, 1.75000000e+00, 3.12500000e-02,\n",
       "       1.62500000e+00, 3.75000000e-01, 1.87500000e-01, 1.12500000e+00,\n",
       "       8.75000000e-01, 3.28125000e-01, 1.75781250e-02, 3.12500000e-02,\n",
       "       2.81250000e-01, 5.31250000e-01, 2.34375000e-01, 3.75000000e-01,\n",
       "       4.37500000e-01, 1.56250000e-01, 4.37500000e-01, 8.12500000e-01,\n",
       "       1.56250000e-01, 4.37500000e-01, 5.31250000e-01, 4.37500000e-01,\n",
       "       8.12500000e-01, 1.71875000e-01, 4.68750000e-01, 3.75000000e-01,\n",
       "       3.90625000e-02, 7.50000000e-01, 5.00000000e-01, 1.32812500e-01,\n",
       "       2.50000000e-01, 4.06250000e-01, 1.00000000e+00, 9.37500000e-02,\n",
       "       8.12500000e-01, 4.68750000e-01, 8.20312500e-02, 6.87500000e-01,\n",
       "       8.75000000e-01, 5.62500000e-01, 3.75000000e-01, 3.43750000e-01,\n",
       "       7.50000000e-01, 1.40625000e-01, 1.71875000e-01, 2.34375000e-01,\n",
       "       5.62500000e-01, 7.81250000e-02, 1.32812500e-01, 7.50000000e-01,\n",
       "       5.31250000e-01, 2.03125000e-01, 6.25000000e-01, 3.75000000e-01,\n",
       "       5.62500000e-01, 2.34375000e-01, 8.75000000e-01, 1.17187500e-01,\n",
       "       5.93750000e-01, 5.31250000e-01, 4.06250000e-01, 0.00000000e+00,\n",
       "       7.50000000e-01, 8.75000000e-01, 8.75000000e-01, 3.12500000e-02,\n",
       "       8.12500000e-01, 1.87500000e-01, 1.09375000e-01, 5.93750000e-01,\n",
       "       3.59375000e-01, 1.56250000e-01, 2.92968750e-03, 3.90625000e-03,\n",
       "       1.09375000e-01, 2.18750000e-01, 9.37500000e-02, 1.56250000e-01,\n",
       "       1.87500000e-01, 7.03125000e-02, 2.34375000e-01, 3.12500000e-01,\n",
       "       5.85937500e-02, 1.79687500e-01, 2.03125000e-01, 1.87500000e-01,\n",
       "       3.59375000e-01, 7.03125000e-02, 1.95312500e-01, 1.64062500e-01,\n",
       "       1.56250000e-02, 2.81250000e-01, 2.18750000e-01, 5.46875000e-02,\n",
       "       9.76562500e-02, 1.87500000e-01, 4.06250000e-01, 2.73437500e-02,\n",
       "       3.59375000e-01, 1.87500000e-01, 3.32031250e-02, 2.96875000e-01,\n",
       "       3.75000000e-01, 2.34375000e-01, 1.56250000e-01, 1.71875000e-01,\n",
       "       2.96875000e-01, 4.68750000e-02, 5.07812500e-02, 1.32812500e-01,\n",
       "       2.34375000e-01, 4.29687500e-02, 5.46875000e-02, 3.12500000e-01,\n",
       "       2.18750000e-01, 8.59375000e-02, 2.81250000e-01, 1.40625000e-01,\n",
       "       2.34375000e-01, 1.01562500e-01, 3.43750000e-01, 5.46875000e-02,\n",
       "       2.50000000e-01, 2.50000000e-01, 1.79687500e-01, 9.76562500e-03,\n",
       "       2.96875000e-01, 3.28125000e-01, 3.59375000e-01, 0.00000000e+00,\n",
       "       3.90625000e-01, 8.59375000e-02, 7.42187500e-02, 2.50000000e-01,\n",
       "       7.18750000e-01, 2.57812500e-01, 1.07421875e-02, 7.81250000e-03,\n",
       "       2.34375000e-01, 4.21875000e-01, 1.71875000e-01, 3.12500000e-01,\n",
       "       3.75000000e-01, 1.21093750e-01, 3.90625000e-01, 5.93750000e-01,\n",
       "       1.32812500e-01, 3.28125000e-01, 4.21875000e-01, 3.43750000e-01,\n",
       "       6.25000000e-01, 1.40625000e-01, 3.75000000e-01, 3.12500000e-01,\n",
       "       3.12500000e-02, 5.62500000e-01, 4.21875000e-01, 1.05468750e-01,\n",
       "       1.87500000e-01, 3.75000000e-01, 7.81250000e-01, 6.64062500e-02,\n",
       "       6.56250000e-01, 3.43750000e-01, 6.05468750e-02, 5.62500000e-01,\n",
       "       7.50000000e-01, 4.21875000e-01, 2.81250000e-01, 2.73437500e-01,\n",
       "       5.62500000e-01, 1.09375000e-01, 1.09375000e-01, 2.10937500e-01,\n",
       "       4.37500000e-01, 5.85937500e-02, 1.09375000e-01, 5.93750000e-01,\n",
       "       4.06250000e-01, 1.56250000e-01, 5.15625000e-01, 2.65625000e-01,\n",
       "       4.53125000e-01, 1.87500000e-01, 6.56250000e-01, 1.05468750e-01,\n",
       "       4.53125000e-01, 4.37500000e-01, 3.28125000e-01, 1.17187500e-02,\n",
       "       6.25000000e-01, 6.56250000e-01, 6.87500000e-01, 1.95312500e-02,\n",
       "       7.18750000e-01, 1.25000000e-01, 1.09375000e-01, 4.53125000e-01,\n",
       "       3.75000000e+00, 1.34375000e+00, 7.42187500e-02, 9.37500000e-02,\n",
       "       1.25000000e+00, 2.25000000e+00, 9.68750000e-01, 1.56250000e+00,\n",
       "       1.93750000e+00, 6.09375000e-01, 2.06250000e+00, 3.37500000e+00,\n",
       "       7.18750000e-01, 1.75000000e+00, 2.25000000e+00, 1.75000000e+00,\n",
       "       3.37500000e+00, 7.50000000e-01, 1.93750000e+00, 1.56250000e+00,\n",
       "       1.64062500e-01, 3.06250000e+00, 2.12500000e+00, 5.62500000e-01,\n",
       "       9.68750000e-01, 1.87500000e+00, 4.12500000e+00, 3.67187500e-01,\n",
       "       3.50000000e+00, 1.87500000e+00, 3.43750000e-01, 3.06250000e+00,\n",
       "       3.75000000e+00, 2.37500000e+00, 1.56250000e+00, 1.43750000e+00,\n",
       "       3.00000000e+00, 5.78125000e-01, 6.25000000e-01, 9.68750000e-01,\n",
       "       2.25000000e+00, 3.12500000e-01, 5.93750000e-01, 2.93750000e+00,\n",
       "       2.12500000e+00, 8.43750000e-01, 2.75000000e+00, 1.56250000e+00,\n",
       "       2.25000000e+00, 1.00000000e+00, 3.50000000e+00, 5.31250000e-01,\n",
       "       2.37500000e+00, 2.31250000e+00, 1.68750000e+00, 3.90625000e-02,\n",
       "       3.18750000e+00, 3.50000000e+00, 3.62500000e+00, 1.09375000e-01,\n",
       "       3.87500000e+00, 6.25000000e-01, 5.93750000e-01, 2.43750000e+00,\n",
       "       1.12500000e+00, 2.50000000e-01, 3.90625000e-02, 1.56250000e-01,\n",
       "       3.12500000e-01, 5.00000000e-01, 2.50000000e-01, 3.75000000e-01,\n",
       "       5.62500000e-01, 9.37500000e-02, 4.37500000e-01, 1.12500000e+00,\n",
       "       2.50000000e-01, 5.00000000e-01, 6.87500000e-01, 3.75000000e-01,\n",
       "       8.75000000e-01, 2.81250000e-01, 5.00000000e-01, 3.12500000e-01,\n",
       "       5.46875000e-02, 1.00000000e+00, 5.00000000e-01, 1.25000000e-01,\n",
       "       2.50000000e-01, 3.12500000e-01, 1.12500000e+00, 1.71875000e-01,\n",
       "       7.50000000e-01, 5.00000000e-01, 9.37500000e-02, 7.50000000e-01,\n",
       "       1.25000000e+00, 5.00000000e-01, 5.00000000e-01, 3.12500000e-01,\n",
       "       8.75000000e-01, 1.56250000e-01, 2.50000000e-01, 1.25000000e-01,\n",
       "       6.87500000e-01, 1.56250000e-02, 1.87500000e-01, 7.50000000e-01,\n",
       "       5.62500000e-01, 2.18750000e-01, 6.25000000e-01, 5.62500000e-01,\n",
       "       5.62500000e-01, 2.81250000e-01, 8.75000000e-01, 1.25000000e-01,\n",
       "       5.00000000e-01, 5.00000000e-01, 3.75000000e-01, 3.12500000e-02,\n",
       "       8.75000000e-01, 1.00000000e+00, 7.50000000e-01, 1.25000000e-01,\n",
       "       8.75000000e-01, 0.00000000e+00, 0.00000000e+00, 5.62500000e-01,\n",
       "       1.87500000e+00, 7.03125000e-01, 4.49218750e-02, 1.40625000e-01,\n",
       "       6.40625000e-01, 1.09375000e+00, 4.84375000e-01, 7.81250000e-01,\n",
       "       1.00000000e+00, 2.96875000e-01, 1.03125000e+00, 1.68750000e+00,\n",
       "       3.90625000e-01, 9.06250000e-01, 1.15625000e+00, 8.43750000e-01,\n",
       "       1.75000000e+00, 3.90625000e-01, 9.68750000e-01, 7.81250000e-01,\n",
       "       8.39843750e-02, 1.59375000e+00, 1.06250000e+00, 2.73437500e-01,\n",
       "       5.00000000e-01, 8.75000000e-01, 2.18750000e+00, 2.10937500e-01,\n",
       "       1.68750000e+00, 9.37500000e-01, 1.71875000e-01, 1.56250000e+00,\n",
       "       2.00000000e+00, 1.15625000e+00, 8.12500000e-01, 6.87500000e-01,\n",
       "       1.50000000e+00, 3.04687500e-01, 3.51562500e-01, 5.15625000e-01,\n",
       "       1.15625000e+00, 1.32812500e-01, 3.12500000e-01, 1.50000000e+00,\n",
       "       1.12500000e+00, 4.06250000e-01, 1.37500000e+00, 8.43750000e-01,\n",
       "       1.12500000e+00, 5.15625000e-01, 1.75000000e+00, 2.65625000e-01,\n",
       "       1.18750000e+00, 1.15625000e+00, 8.75000000e-01, 7.81250000e-03,\n",
       "       1.68750000e+00, 1.75000000e+00, 1.81250000e+00, 1.01562500e-01,\n",
       "       1.93750000e+00, 2.96875000e-01, 2.18750000e-01, 1.12500000e+00,\n",
       "       4.45312500e-01, 1.54296875e-01, 1.07421875e-02, 2.53906250e-02,\n",
       "       1.52343750e-01, 2.53906250e-01, 1.13281250e-01, 1.83593750e-01,\n",
       "       2.34375000e-01, 7.03125000e-02, 2.34375000e-01, 4.06250000e-01,\n",
       "       8.88671875e-02, 2.14843750e-01, 2.81250000e-01, 1.99218750e-01,\n",
       "       4.06250000e-01, 9.47265625e-02, 2.30468750e-01, 1.87500000e-01,\n",
       "       2.02636719e-02, 3.71093750e-01, 2.50000000e-01, 6.73828125e-02,\n",
       "       1.21093750e-01, 2.10937500e-01, 5.23437500e-01, 4.78515625e-02,\n",
       "       4.06250000e-01, 2.22656250e-01, 4.05273438e-02, 3.75000000e-01,\n",
       "       4.76562500e-01, 2.73437500e-01, 1.95312500e-01, 1.66015625e-01,\n",
       "       3.63281250e-01, 7.32421875e-02, 7.91015625e-02, 1.17187500e-01,\n",
       "       2.77343750e-01, 3.22265625e-02, 7.42187500e-02, 3.43750000e-01,\n",
       "       2.50000000e-01, 9.76562500e-02, 3.24218750e-01, 1.99218750e-01,\n",
       "       2.65625000e-01, 1.17187500e-01, 4.06250000e-01, 6.54296875e-02,\n",
       "       2.77343750e-01, 2.77343750e-01, 1.99218750e-01, 0.00000000e+00,\n",
       "       3.82812500e-01, 4.14062500e-01, 4.29687500e-01, 2.24609375e-02,\n",
       "       4.53125000e-01, 6.83593750e-02, 5.27343750e-02, 2.81250000e-01,\n",
       "       4.31250000e+00, 1.56250000e+00, 9.37500000e-02, 1.71875000e-01,\n",
       "       1.43750000e+00, 2.56250000e+00, 1.07812500e+00, 1.78125000e+00,\n",
       "       2.21875000e+00, 7.18750000e-01, 2.31250000e+00, 3.75000000e+00,\n",
       "       8.12500000e-01, 2.06250000e+00, 2.56250000e+00, 1.93750000e+00,\n",
       "       3.93750000e+00, 8.90625000e-01, 2.25000000e+00, 1.84375000e+00,\n",
       "       1.91406250e-01, 3.50000000e+00, 2.50000000e+00, 6.40625000e-01,\n",
       "       1.12500000e+00, 2.12500000e+00, 4.87500000e+00, 4.21875000e-01,\n",
       "       3.93750000e+00, 2.15625000e+00, 3.90625000e-01, 3.56250000e+00,\n",
       "       4.37500000e+00, 2.62500000e+00, 1.78125000e+00, 1.65625000e+00,\n",
       "       3.43750000e+00, 6.87500000e-01, 7.03125000e-01, 1.15625000e+00,\n",
       "       2.62500000e+00, 3.90625000e-01, 6.71875000e-01, 3.43750000e+00,\n",
       "       2.43750000e+00, 9.53125000e-01, 3.12500000e+00, 1.81250000e+00,\n",
       "       2.68750000e+00, 1.15625000e+00, 4.00000000e+00, 6.25000000e-01,\n",
       "       2.68750000e+00, 2.75000000e+00, 1.96875000e+00, 1.56250000e-02,\n",
       "       3.75000000e+00, 4.00000000e+00, 4.18750000e+00, 1.71875000e-01,\n",
       "       4.37500000e+00, 7.81250000e-01, 5.78125000e-01, 2.75000000e+00,\n",
       "       1.00000000e+00, 3.90625000e-01, 7.81250000e-03, 3.12500000e-02,\n",
       "       3.12500000e-01, 5.93750000e-01, 2.50000000e-01, 4.37500000e-01,\n",
       "       5.00000000e-01, 2.03125000e-01, 5.62500000e-01, 8.75000000e-01,\n",
       "       1.40625000e-01, 4.37500000e-01, 5.62500000e-01, 5.00000000e-01,\n",
       "       8.75000000e-01, 1.71875000e-01, 5.00000000e-01, 4.37500000e-01,\n",
       "       4.29687500e-02, 6.87500000e-01, 5.93750000e-01, 1.40625000e-01,\n",
       "       2.65625000e-01, 5.62500000e-01, 1.12500000e+00, 7.81250000e-02,\n",
       "       1.00000000e+00, 5.00000000e-01, 8.59375000e-02, 8.75000000e-01,\n",
       "       1.00000000e+00, 6.56250000e-01, 3.75000000e-01, 4.37500000e-01,\n",
       "       7.50000000e-01, 1.48437500e-01, 1.09375000e-01, 3.28125000e-01,\n",
       "       5.93750000e-01, 1.17187500e-01, 1.40625000e-01, 8.12500000e-01,\n",
       "       5.31250000e-01, 2.18750000e-01, 7.18750000e-01, 3.43750000e-01,\n",
       "       6.56250000e-01, 2.50000000e-01, 9.37500000e-01, 1.25000000e-01,\n",
       "       6.56250000e-01, 6.56250000e-01, 5.00000000e-01, 1.56250000e-02,\n",
       "       8.75000000e-01, 8.75000000e-01, 1.00000000e+00, 3.12500000e-02,\n",
       "       1.06250000e+00, 2.81250000e-01, 2.03125000e-01, 7.50000000e-01,\n",
       "       1.06250000e+00, 3.75000000e-01, 2.34375000e-02, 4.68750000e-02,\n",
       "       3.59375000e-01, 5.62500000e-01, 2.65625000e-01, 4.21875000e-01,\n",
       "       5.31250000e-01, 1.71875000e-01, 5.31250000e-01, 9.37500000e-01,\n",
       "       2.18750000e-01, 5.00000000e-01, 6.56250000e-01, 4.37500000e-01,\n",
       "       9.37500000e-01, 2.18750000e-01, 5.00000000e-01, 3.90625000e-01,\n",
       "       4.88281250e-02, 8.75000000e-01, 5.93750000e-01, 1.56250000e-01,\n",
       "       2.81250000e-01, 5.00000000e-01, 1.25000000e+00, 1.09375000e-01,\n",
       "       1.00000000e+00, 5.31250000e-01, 9.76562500e-02, 8.75000000e-01,\n",
       "       1.12500000e+00, 6.25000000e-01, 4.53125000e-01, 3.59375000e-01,\n",
       "       8.43750000e-01, 1.56250000e-01, 2.03125000e-01, 2.50000000e-01,\n",
       "       6.56250000e-01, 5.46875000e-02, 1.79687500e-01, 8.12500000e-01,\n",
       "       6.25000000e-01, 2.34375000e-01, 7.50000000e-01, 4.68750000e-01,\n",
       "       6.25000000e-01, 2.81250000e-01, 9.37500000e-01, 1.56250000e-01,\n",
       "       6.25000000e-01, 6.56250000e-01, 4.68750000e-01, 3.90625000e-03,\n",
       "       9.06250000e-01, 1.00000000e+00, 1.00000000e+00, 5.46875000e-02,\n",
       "       1.06250000e+00, 1.25000000e-01, 1.25000000e-01, 6.87500000e-01,\n",
       "       7.81250000e-02, 3.51562500e-02, 9.76562500e-04, 1.95312500e-03,\n",
       "       2.73437500e-02, 5.46875000e-02, 2.34375000e-02, 3.90625000e-02,\n",
       "       4.68750000e-02, 1.75781250e-02, 5.07812500e-02, 7.81250000e-02,\n",
       "       1.56250000e-02, 4.29687500e-02, 5.46875000e-02, 4.29687500e-02,\n",
       "       7.81250000e-02, 1.95312500e-02, 4.29687500e-02, 3.90625000e-02,\n",
       "       3.90625000e-03, 7.03125000e-02, 5.85937500e-02, 1.36718750e-02,\n",
       "       2.53906250e-02, 3.90625000e-02, 1.01562500e-01, 8.78906250e-03,\n",
       "       8.59375000e-02, 3.90625000e-02, 7.81250000e-03, 7.81250000e-02,\n",
       "       1.01562500e-01, 5.46875000e-02, 3.90625000e-02, 3.51562500e-02,\n",
       "       7.03125000e-02, 1.36718750e-02, 1.36718750e-02, 2.53906250e-02,\n",
       "       5.46875000e-02, 6.83593750e-03, 1.36718750e-02, 7.81250000e-02,\n",
       "       5.46875000e-02, 1.95312500e-02, 6.25000000e-02, 3.51562500e-02,\n",
       "       6.25000000e-02, 2.14843750e-02, 8.59375000e-02, 1.07421875e-02,\n",
       "       5.46875000e-02, 5.46875000e-02, 4.29687500e-02, 0.00000000e+00,\n",
       "       7.03125000e-02, 8.59375000e-02, 8.59375000e-02, 1.95312500e-03,\n",
       "       9.37500000e-02, 1.56250000e-02, 1.56250000e-02, 5.46875000e-02,\n",
       "       9.75000000e+00, 3.56250000e+00, 2.26562500e-01, 5.46875000e-01,\n",
       "       3.34375000e+00, 5.68750000e+00, 2.50000000e+00, 4.09375000e+00,\n",
       "       5.12500000e+00, 1.59375000e+00, 5.25000000e+00, 8.87500000e+00,\n",
       "       1.95312500e+00, 4.68750000e+00, 6.12500000e+00, 4.31250000e+00,\n",
       "       9.00000000e+00, 2.09375000e+00, 5.18750000e+00, 4.06250000e+00,\n",
       "       4.53125000e-01, 8.18750000e+00, 5.62500000e+00, 1.48437500e+00,\n",
       "       2.62500000e+00, 4.75000000e+00, 1.15000000e+01, 1.08593750e+00,\n",
       "       9.00000000e+00, 4.93750000e+00, 8.90625000e-01, 8.18750000e+00,\n",
       "       1.05000000e+01, 6.06250000e+00, 4.25000000e+00, 3.62500000e+00,\n",
       "       8.00000000e+00, 1.59375000e+00, 1.75000000e+00, 2.62500000e+00,\n",
       "       6.06250000e+00, 7.81250000e-01, 1.57812500e+00, 7.68750000e+00,\n",
       "       5.62500000e+00, 2.18750000e+00, 7.12500000e+00, 4.34375000e+00,\n",
       "       5.87500000e+00, 2.62500000e+00, 9.12500000e+00, 1.46875000e+00,\n",
       "       6.18750000e+00, 6.12500000e+00, 4.50000000e+00, 0.00000000e+00,\n",
       "       8.56250000e+00, 9.25000000e+00, 9.37500000e+00, 4.68750000e-01,\n",
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       "       1.17187500e-01, 1.71875000e-01, 8.59375000e-02, 1.25000000e-01,\n",
       "       1.71875000e-01, 4.68750000e-02, 1.56250000e-01, 2.81250000e-01,\n",
       "       8.20312500e-02, 1.56250000e-01, 1.87500000e-01, 1.40625000e-01,\n",
       "       2.81250000e-01, 6.64062500e-02, 1.71875000e-01, 1.40625000e-01,\n",
       "       1.46484375e-02, 2.81250000e-01, 1.71875000e-01, 5.46875000e-02,\n",
       "       8.59375000e-02, 1.56250000e-01, 4.06250000e-01, 3.90625000e-02,\n",
       "       2.81250000e-01, 1.71875000e-01, 2.92968750e-02, 2.50000000e-01,\n",
       "       3.75000000e-01, 2.03125000e-01, 1.56250000e-01, 1.09375000e-01,\n",
       "       2.65625000e-01, 5.46875000e-02, 7.03125000e-02, 9.37500000e-02,\n",
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       "       2.18750000e-01, 7.81250000e-02, 1.95312500e-03, 1.56250000e-02,\n",
       "       7.81250000e-02, 1.40625000e-01, 5.46875000e-02, 9.37500000e-02,\n",
       "       1.25000000e-01, 5.46875000e-02, 1.56250000e-01, 2.18750000e-01,\n",
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       "       1.56250000e+00, 3.75000000e+00, 4.87500000e+00, 3.43750000e+00,\n",
       "       7.00000000e+00, 1.65625000e+00, 4.12500000e+00, 3.25000000e+00,\n",
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       "       1.79687500e-01, 5.00000000e-01, 6.25000000e-01, 5.00000000e-01,\n",
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       "       4.68750000e-02, 8.12500000e-01, 6.56250000e-01, 1.56250000e-01,\n",
       "       2.81250000e-01, 5.62500000e-01, 1.18750000e+00, 1.01562500e-01,\n",
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       "       1.71875000e-01, 4.49218750e-02, 1.56250000e-01, 2.96875000e-01,\n",
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       "       2.81250000e-01, 6.64062500e-02, 1.64062500e-01, 1.25000000e-01,\n",
       "       1.36718750e-02, 2.65625000e-01, 1.64062500e-01, 4.68750000e-02,\n",
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       "       2.81250000e-01, 1.56250000e-01, 3.12500000e-02, 2.65625000e-01,\n",
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       "       1.87500000e-01, 1.87500000e-01, 1.40625000e-01, 3.90625000e-03,\n",
       "       2.65625000e-01, 2.81250000e-01, 2.96875000e-01, 1.95312500e-02,\n",
       "       3.12500000e-01, 3.51562500e-02, 3.90625000e-02, 1.87500000e-01,\n",
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       "       1.15625000e+00, 3.98437500e-01, 1.37500000e+00, 2.06250000e+00,\n",
       "       4.06250000e-01, 1.06250000e+00, 1.34375000e+00, 1.06250000e+00,\n",
       "       2.06250000e+00, 4.53125000e-01, 1.15625000e+00, 1.00000000e+00,\n",
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       "       1.40625000e+00, 2.18750000e-01, 3.43750000e-01, 1.81250000e+00,\n",
       "       1.31250000e+00, 5.15625000e-01, 1.65625000e+00, 9.37500000e-01,\n",
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       "       6.44531250e-02, 1.12500000e+00, 7.50000000e-01, 1.95312500e-01,\n",
       "       3.43750000e-01, 6.56250000e-01, 1.56250000e+00, 1.40625000e-01,\n",
       "       1.18750000e+00, 6.56250000e-01, 1.25000000e-01, 1.12500000e+00,\n",
       "       1.37500000e+00, 8.12500000e-01, 5.78125000e-01, 5.00000000e-01,\n",
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       "       7.50000000e-01, 2.89062500e-01, 9.68750000e-01, 5.62500000e-01,\n",
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       "       0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,\n",
       "       0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 0.00000000e+00,\n",
       "       0.00000000e+00, 0.00000000e+00, 0.00000000e+00, 7.81250000e-03,\n",
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       "       0.00000000e+00, 1.56250000e-02, 4.68750000e-02, 1.56250000e-02,\n",
       "       0.00000000e+00, 7.81250000e-03, 7.81250000e-03, 0.00000000e+00,\n",
       "       3.12500000e-02, 0.00000000e+00, 0.00000000e+00, 6.25000000e-02,\n",
       "       3.12500000e-02, 0.00000000e+00, 0.00000000e+00, 1.56250000e-02,\n",
       "       0.00000000e+00, 3.12500000e-02, 0.00000000e+00, 0.00000000e+00,\n",
       "       0.00000000e+00, 6.25000000e-02, 0.00000000e+00, 1.56250000e-02,\n",
       "       0.00000000e+00, 3.12500000e-02, 1.56250000e-02, 3.12500000e-02,\n",
       "       1.37500000e+00, 5.62500000e-01, 3.12500000e-02, 9.37500000e-02,\n",
       "       5.00000000e-01, 8.75000000e-01, 3.75000000e-01, 5.62500000e-01,\n",
       "       7.50000000e-01, 2.18750000e-01, 8.12500000e-01, 1.25000000e+00,\n",
       "       3.12500000e-01, 6.87500000e-01, 8.75000000e-01, 5.00000000e-01,\n",
       "       1.25000000e+00, 3.12500000e-01, 8.12500000e-01, 6.25000000e-01,\n",
       "       7.03125000e-02, 1.12500000e+00, 8.12500000e-01, 2.18750000e-01,\n",
       "       3.75000000e-01, 6.87500000e-01, 1.62500000e+00, 1.56250000e-01,\n",
       "       1.25000000e+00, 7.50000000e-01, 1.40625000e-01, 1.25000000e+00,\n",
       "       1.50000000e+00, 8.75000000e-01, 6.25000000e-01, 5.62500000e-01,\n",
       "       1.12500000e+00, 2.50000000e-01, 2.50000000e-01, 3.12500000e-01,\n",
       "       8.75000000e-01, 1.25000000e-01, 2.18750000e-01, 1.12500000e+00,\n",
       "       8.75000000e-01, 3.12500000e-01, 1.12500000e+00, 6.87500000e-01,\n",
       "       8.75000000e-01, 4.06250000e-01, 1.25000000e+00, 1.87500000e-01,\n",
       "       1.00000000e+00, 8.75000000e-01, 6.25000000e-01, 3.12500000e-02,\n",
       "       1.37500000e+00, 1.25000000e+00, 1.37500000e+00, 6.25000000e-02,\n",
       "       1.37500000e+00, 1.87500000e-01, 1.56250000e-01, 7.50000000e-01,\n",
       "       2.25000000e+00, 8.12500000e-01, 4.68750000e-02, 1.25000000e-01,\n",
       "       7.50000000e-01, 1.31250000e+00, 5.78125000e-01, 9.53125000e-01,\n",
       "       1.18750000e+00, 3.67187500e-01, 1.18750000e+00, 2.06250000e+00,\n",
       "       4.37500000e-01, 1.09375000e+00, 1.37500000e+00, 1.00000000e+00,\n",
       "       2.06250000e+00, 4.68750000e-01, 1.18750000e+00, 9.68750000e-01,\n",
       "       9.96093750e-02, 1.87500000e+00, 1.31250000e+00, 3.35937500e-01,\n",
       "       6.09375000e-01, 1.09375000e+00, 2.62500000e+00, 2.38281250e-01,\n",
       "       2.06250000e+00, 1.12500000e+00, 2.07031250e-01, 1.87500000e+00,\n",
       "       2.37500000e+00, 1.40625000e+00, 9.68750000e-01, 8.43750000e-01,\n",
       "       1.84375000e+00, 3.59375000e-01, 4.14062500e-01, 6.09375000e-01,\n",
       "       1.37500000e+00, 1.79687500e-01, 3.75000000e-01, 1.78125000e+00,\n",
       "       1.28125000e+00, 5.00000000e-01, 1.65625000e+00, 9.84375000e-01,\n",
       "       1.37500000e+00, 5.93750000e-01, 2.06250000e+00, 3.28125000e-01,\n",
       "       1.43750000e+00, 1.37500000e+00, 1.03125000e+00, 3.90625000e-03,\n",
       "       1.93750000e+00, 2.12500000e+00, 2.12500000e+00, 9.37500000e-02,\n",
       "       2.31250000e+00, 3.59375000e-01, 3.12500000e-01, 1.40625000e+00,\n",
       "       3.59375000e-01, 1.40625000e-01, 0.00000000e+00, 1.56250000e-02,\n",
       "       1.09375000e-01, 2.26562500e-01, 8.98437500e-02, 1.64062500e-01,\n",
       "       1.87500000e-01, 7.61718750e-02, 2.18750000e-01, 3.28125000e-01,\n",
       "       5.07812500e-02, 1.71875000e-01, 2.03125000e-01, 2.03125000e-01,\n",
       "       3.59375000e-01, 6.64062500e-02, 2.03125000e-01, 1.71875000e-01,\n",
       "       1.56250000e-02, 2.65625000e-01, 2.50000000e-01, 5.27343750e-02,\n",
       "       9.76562500e-02, 2.10937500e-01, 3.90625000e-01, 2.34375000e-02,\n",
       "       3.43750000e-01, 1.71875000e-01, 3.12500000e-02, 3.12500000e-01,\n",
       "       3.59375000e-01, 2.34375000e-01, 1.40625000e-01, 1.71875000e-01,\n",
       "       2.96875000e-01, 4.88281250e-02, 3.51562500e-02, 1.32812500e-01,\n",
       "       2.26562500e-01, 5.46875000e-02, 4.68750000e-02, 2.96875000e-01,\n",
       "       2.18750000e-01, 8.20312500e-02, 2.81250000e-01, 1.25000000e-01,\n",
       "       2.50000000e-01, 9.76562500e-02, 3.43750000e-01, 5.07812500e-02,\n",
       "       2.57812500e-01, 2.34375000e-01, 1.87500000e-01, 1.36718750e-02,\n",
       "       3.12500000e-01, 3.28125000e-01, 3.59375000e-01, 1.17187500e-02,\n",
       "       3.90625000e-01, 1.09375000e-01, 8.59375000e-02, 2.81250000e-01,\n",
       "       5.00000000e-01, 2.10937500e-01, 6.83593750e-03, 1.56250000e-02,\n",
       "       1.71875000e-01, 3.28125000e-01, 1.32812500e-01, 2.18750000e-01,\n",
       "       2.81250000e-01, 9.76562500e-02, 3.12500000e-01, 4.68750000e-01,\n",
       "       7.81250000e-02, 2.65625000e-01, 3.12500000e-01, 2.65625000e-01,\n",
       "       5.31250000e-01, 8.59375000e-02, 2.81250000e-01, 2.34375000e-01,\n",
       "       2.34375000e-02, 4.37500000e-01, 3.12500000e-01, 7.81250000e-02,\n",
       "       1.32812500e-01, 2.81250000e-01, 6.25000000e-01, 4.68750000e-02,\n",
       "       5.00000000e-01, 2.65625000e-01, 4.68750000e-02, 4.06250000e-01,\n",
       "       5.31250000e-01, 3.28125000e-01, 2.18750000e-01, 2.18750000e-01,\n",
       "       4.06250000e-01, 8.20312500e-02, 7.03125000e-02, 1.64062500e-01,\n",
       "       3.28125000e-01, 7.03125000e-02, 7.42187500e-02, 4.37500000e-01,\n",
       "       3.12500000e-01, 1.17187500e-01, 4.06250000e-01, 2.03125000e-01,\n",
       "       3.43750000e-01, 1.40625000e-01, 5.00000000e-01, 8.20312500e-02,\n",
       "       3.59375000e-01, 3.28125000e-01, 2.50000000e-01, 3.90625000e-03,\n",
       "       4.37500000e-01, 5.00000000e-01, 5.00000000e-01, 7.81250000e-03,\n",
       "       5.31250000e-01, 1.25000000e-01, 1.01562500e-01, 3.43750000e-01,\n",
       "       5.70312500e-01, 2.08984375e-01, 1.31835938e-02, 2.92968750e-02,\n",
       "       1.93359375e-01, 3.32031250e-01, 1.45507812e-01, 2.38281250e-01,\n",
       "       3.00781250e-01, 9.17968750e-02, 3.04687500e-01, 5.23437500e-01,\n",
       "       1.14257812e-01, 2.71484375e-01, 3.51562500e-01, 2.53906250e-01,\n",
       "       5.23437500e-01, 1.20117188e-01, 2.98828125e-01, 2.36328125e-01,\n",
       "       2.61230469e-02, 4.76562500e-01, 3.26171875e-01, 8.59375000e-02,\n",
       "       1.53320312e-01, 2.77343750e-01, 6.64062500e-01, 6.29882812e-02,\n",
       "       5.23437500e-01, 2.87109375e-01, 5.22460938e-02, 4.80468750e-01,\n",
       "       6.05468750e-01, 3.49609375e-01, 2.42187500e-01, 2.14843750e-01,\n",
       "       4.64843750e-01, 9.17968750e-02, 9.96093750e-02, 1.54296875e-01,\n",
       "       3.55468750e-01, 4.63867188e-02, 9.17968750e-02, 4.49218750e-01,\n",
       "       3.28125000e-01, 1.26953125e-01, 4.14062500e-01, 2.50000000e-01,\n",
       "       3.45703125e-01, 1.52343750e-01, 5.27343750e-01, 8.59375000e-02,\n",
       "       3.59375000e-01, 3.55468750e-01, 2.61718750e-01, 1.95312500e-03,\n",
       "       4.96093750e-01, 5.31250000e-01, 5.46875000e-01, 2.44140625e-02,\n",
       "       5.82031250e-01, 9.37500000e-02, 7.61718750e-02, 3.63281250e-01,\n",
       "       5.78125000e-01, 2.14843750e-01, 1.07421875e-02, 2.05078125e-02,\n",
       "       1.89453125e-01, 3.39843750e-01, 1.44531250e-01, 2.40234375e-01,\n",
       "       3.00781250e-01, 9.76562500e-02, 3.20312500e-01, 5.15625000e-01,\n",
       "       1.06445312e-01, 2.73437500e-01, 3.43750000e-01, 2.61718750e-01,\n",
       "       5.23437500e-01, 1.17187500e-01, 3.04687500e-01, 2.46093750e-01,\n",
       "       2.58789062e-02, 4.64843750e-01, 3.35937500e-01, 8.59375000e-02,\n",
       "       1.54296875e-01, 2.92968750e-01, 6.64062500e-01, 5.66406250e-02,\n",
       "       5.31250000e-01, 2.85156250e-01, 5.17578125e-02, 4.84375000e-01,\n",
       "       5.93750000e-01, 3.55468750e-01, 2.38281250e-01, 2.26562500e-01,\n",
       "       4.60937500e-01, 8.88671875e-02, 9.08203125e-02, 1.60156250e-01,\n",
       "       3.51562500e-01, 5.27343750e-02, 8.98437500e-02, 4.53125000e-01,\n",
       "       3.32031250e-01, 1.28906250e-01, 4.21875000e-01, 2.38281250e-01,\n",
       "       3.55468750e-01, 1.52343750e-01, 5.31250000e-01, 8.49609375e-02,\n",
       "       3.67187500e-01, 3.59375000e-01, 2.69531250e-01, 5.37109375e-03,\n",
       "       4.92187500e-01, 5.39062500e-01, 5.54687500e-01, 1.75781250e-02,\n",
       "       5.85937500e-01, 1.05468750e-01, 8.20312500e-02, 3.67187500e-01,\n",
       "       1.40625000e+00, 5.46875000e-01, 2.53906250e-02, 4.68750000e-02,\n",
       "       4.68750000e-01, 8.12500000e-01, 3.59375000e-01, 6.09375000e-01,\n",
       "       7.34375000e-01, 2.57812500e-01, 8.28125000e-01, 1.25000000e+00,\n",
       "       2.50000000e-01, 6.71875000e-01, 8.75000000e-01, 6.87500000e-01,\n",
       "       1.31250000e+00, 2.81250000e-01, 7.50000000e-01, 6.25000000e-01,\n",
       "       6.25000000e-02, 1.15625000e+00, 8.43750000e-01, 2.10937500e-01,\n",
       "       3.82812500e-01, 7.50000000e-01, 1.62500000e+00, 1.32812500e-01,\n",
       "       1.34375000e+00, 6.87500000e-01, 1.25000000e-01, 1.25000000e+00,\n",
       "       1.50000000e+00, 8.75000000e-01, 6.09375000e-01, 5.78125000e-01,\n",
       "       1.18750000e+00, 2.10937500e-01, 2.26562500e-01, 4.21875000e-01,\n",
       "       8.75000000e-01, 1.40625000e-01, 2.18750000e-01, 1.15625000e+00,\n",
       "       8.12500000e-01, 3.20312500e-01, 1.03125000e+00, 5.78125000e-01,\n",
       "       9.06250000e-01, 3.82812500e-01, 1.34375000e+00, 1.95312500e-01,\n",
       "       9.37500000e-01, 8.75000000e-01, 6.56250000e-01, 1.56250000e-02,\n",
       "       1.21875000e+00, 1.31250000e+00, 1.37500000e+00, 3.90625000e-02,\n",
       "       1.50000000e+00, 2.81250000e-01, 2.10937500e-01, 9.37500000e-01,\n",
       "       5.68750000e+00, 2.06250000e+00, 1.17187500e-01, 2.65625000e-01,\n",
       "       1.90625000e+00, 3.31250000e+00, 1.40625000e+00, 2.37500000e+00,\n",
       "       3.00000000e+00, 9.21875000e-01, 3.18750000e+00, 5.12500000e+00,\n",
       "       1.10937500e+00, 2.71875000e+00, 3.50000000e+00, 2.59375000e+00,\n",
       "       5.25000000e+00, 1.17187500e+00, 3.00000000e+00, 2.46875000e+00,\n",
       "       2.57812500e-01, 4.62500000e+00, 3.31250000e+00, 8.59375000e-01,\n",
       "       1.50000000e+00, 2.87500000e+00, 6.62500000e+00, 6.01562500e-01,\n",
       "       5.25000000e+00, 2.87500000e+00, 5.23437500e-01, 4.81250000e+00,\n",
       "       6.00000000e+00, 3.50000000e+00, 2.43750000e+00, 2.18750000e+00,\n",
       "       4.62500000e+00, 9.06250000e-01, 9.68750000e-01, 1.56250000e+00,\n",
       "       3.62500000e+00, 4.84375000e-01, 9.06250000e-01, 4.50000000e+00,\n",
       "       3.31250000e+00, 1.25000000e+00, 4.18750000e+00, 2.43750000e+00,\n",
       "       3.50000000e+00, 1.53125000e+00, 5.31250000e+00, 8.43750000e-01,\n",
       "       3.62500000e+00, 3.56250000e+00, 2.62500000e+00, 3.90625000e-02,\n",
       "       4.87500000e+00, 5.31250000e+00, 5.50000000e+00, 1.87500000e-01,\n",
       "       5.87500000e+00, 9.68750000e-01, 7.50000000e-01, 3.62500000e+00,\n",
       "       5.62500000e+00, 2.06250000e+00, 1.05468750e-01, 2.50000000e-01,\n",
       "       1.84375000e+00, 3.31250000e+00, 1.43750000e+00, 2.31250000e+00,\n",
       "       2.93750000e+00, 9.21875000e-01, 3.00000000e+00, 5.12500000e+00,\n",
       "       1.04687500e+00, 2.68750000e+00, 3.43750000e+00, 2.53125000e+00,\n",
       "       5.12500000e+00, 1.12500000e+00, 2.93750000e+00, 2.34375000e+00,\n",
       "       2.50000000e-01, 4.56250000e+00, 3.25000000e+00, 8.28125000e-01,\n",
       "       1.46875000e+00, 2.87500000e+00, 6.37500000e+00, 5.78125000e-01,\n",
       "       5.12500000e+00, 2.81250000e+00, 5.07812500e-01, 4.62500000e+00,\n",
       "       5.87500000e+00, 3.43750000e+00, 2.34375000e+00, 2.12500000e+00,\n",
       "       4.50000000e+00, 8.90625000e-01, 9.68750000e-01, 1.56250000e+00,\n",
       "       3.43750000e+00, 4.84375000e-01, 8.90625000e-01, 4.37500000e+00,\n",
       "       3.25000000e+00, 1.23437500e+00, 4.12500000e+00, 2.31250000e+00,\n",
       "       3.37500000e+00, 1.50000000e+00, 5.18750000e+00, 8.12500000e-01,\n",
       "       3.50000000e+00, 3.50000000e+00, 2.56250000e+00, 3.90625000e-02,\n",
       "       4.81250000e+00, 5.18750000e+00, 5.37500000e+00, 2.18750000e-01,\n",
       "       5.75000000e+00, 9.68750000e-01, 7.81250000e-01, 3.50000000e+00,\n",
       "       5.46875000e-01, 1.99218750e-01, 1.31835938e-02, 3.12500000e-02,\n",
       "       1.87500000e-01, 3.12500000e-01, 1.42578125e-01, 2.26562500e-01,\n",
       "       2.89062500e-01, 8.59375000e-02, 2.92968750e-01, 5.00000000e-01,\n",
       "       1.09375000e-01, 2.61718750e-01, 3.43750000e-01, 2.38281250e-01,\n",
       "       5.07812500e-01, 1.17187500e-01, 2.92968750e-01, 2.26562500e-01,\n",
       "       2.53906250e-02, 4.60937500e-01, 3.20312500e-01, 8.20312500e-02,\n",
       "       1.48437500e-01, 2.65625000e-01, 6.56250000e-01, 6.25000000e-02,\n",
       "       4.92187500e-01, 2.81250000e-01, 5.07812500e-02, 4.53125000e-01,\n",
       "       5.85937500e-01, 3.35937500e-01, 2.34375000e-01, 2.03125000e-01,\n",
       "       4.53125000e-01, 8.98437500e-02, 9.76562500e-02, 1.40625000e-01,\n",
       "       3.43750000e-01, 4.29687500e-02, 9.17968750e-02, 4.29687500e-01,\n",
       "       3.12500000e-01, 1.23046875e-01, 4.06250000e-01, 2.42187500e-01,\n",
       "       3.28125000e-01, 1.48437500e-01, 5.07812500e-01, 8.20312500e-02,\n",
       "       3.43750000e-01, 3.43750000e-01, 2.50000000e-01, 0.00000000e+00,\n",
       "       4.76562500e-01, 5.15625000e-01, 5.31250000e-01, 2.53906250e-02,\n",
       "       5.46875000e-01, 8.98437500e-02, 7.03125000e-02, 3.35937500e-01,\n",
       "       1.62500000e+00, 6.25000000e-01, 3.51562500e-02, 9.37500000e-02,\n",
       "       5.62500000e-01, 9.37500000e-01, 4.37500000e-01, 7.18750000e-01,\n",
       "       8.75000000e-01, 2.34375000e-01, 8.75000000e-01, 1.50000000e+00,\n",
       "       3.28125000e-01, 8.12500000e-01, 1.06250000e+00, 6.87500000e-01,\n",
       "       1.50000000e+00, 3.43750000e-01, 1.00000000e+00, 7.18750000e-01,\n",
       "       8.20312500e-02, 1.37500000e+00, 9.37500000e-01, 2.50000000e-01,\n",
       "       4.37500000e-01, 8.12500000e-01, 1.87500000e+00, 2.03125000e-01,\n",
       "       1.62500000e+00, 8.12500000e-01, 1.56250000e-01, 1.43750000e+00,\n",
       "       1.75000000e+00, 1.06250000e+00, 7.18750000e-01, 6.56250000e-01,\n",
       "       1.37500000e+00, 2.65625000e-01, 3.28125000e-01, 4.37500000e-01,\n",
       "       1.06250000e+00, 1.09375000e-01, 2.96875000e-01, 1.31250000e+00,\n",
       "       9.37500000e-01, 3.75000000e-01, 1.18750000e+00, 7.18750000e-01,\n",
       "       1.00000000e+00, 4.37500000e-01, 1.62500000e+00, 2.81250000e-01,\n",
       "       1.06250000e+00, 1.06250000e+00, 7.50000000e-01, 7.81250000e-03,\n",
       "       1.56250000e+00, 1.62500000e+00, 1.62500000e+00, 9.37500000e-02,\n",
       "       1.75000000e+00, 2.50000000e-01, 1.87500000e-01, 1.12500000e+00,\n",
       "       3.43750000e+00, 1.28125000e+00, 6.25000000e-02, 1.09375000e-01,\n",
       "       1.12500000e+00, 2.00000000e+00, 8.75000000e-01, 1.43750000e+00,\n",
       "       1.81250000e+00, 5.62500000e-01, 1.87500000e+00, 3.12500000e+00,\n",
       "       6.25000000e-01, 1.62500000e+00, 2.12500000e+00, 1.62500000e+00,\n",
       "       3.12500000e+00, 6.56250000e-01, 1.81250000e+00, 1.46875000e+00,\n",
       "       1.56250000e-01, 2.81250000e+00, 2.00000000e+00, 5.15625000e-01,\n",
       "       9.06250000e-01, 1.75000000e+00, 3.87500000e+00, 3.51562500e-01,\n",
       "       3.18750000e+00, 1.71875000e+00, 3.12500000e-01, 2.87500000e+00,\n",
       "       3.62500000e+00, 2.06250000e+00, 1.43750000e+00, 1.31250000e+00,\n",
       "       2.81250000e+00, 5.31250000e-01, 5.31250000e-01, 1.00000000e+00,\n",
       "       2.12500000e+00, 3.28125000e-01, 5.31250000e-01, 2.75000000e+00,\n",
       "       2.00000000e+00, 7.65625000e-01, 2.56250000e+00, 1.43750000e+00,\n",
       "       2.18750000e+00, 9.37500000e-01, 3.12500000e+00, 5.00000000e-01,\n",
       "       2.18750000e+00, 2.18750000e+00, 1.59375000e+00, 3.90625000e-02,\n",
       "       3.00000000e+00, 3.25000000e+00, 3.31250000e+00, 7.81250000e-02,\n",
       "       3.50000000e+00, 7.18750000e-01, 5.00000000e-01, 2.25000000e+00,\n",
       "       2.73437500e-01, 9.96093750e-02, 6.83593750e-03, 1.75781250e-02,\n",
       "       9.37500000e-02, 1.56250000e-01, 6.83593750e-02, 1.13281250e-01,\n",
       "       1.44531250e-01, 4.19921875e-02, 1.44531250e-01, 2.57812500e-01,\n",
       "       5.66406250e-02, 1.32812500e-01, 1.71875000e-01, 1.21093750e-01,\n",
       "       2.42187500e-01, 5.85937500e-02, 1.44531250e-01, 1.17187500e-01,\n",
       "       1.29394531e-02, 2.34375000e-01, 1.56250000e-01, 4.10156250e-02,\n",
       "       7.61718750e-02, 1.32812500e-01, 3.20312500e-01, 3.12500000e-02,\n",
       "       2.57812500e-01, 1.40625000e-01, 2.53906250e-02, 2.26562500e-01,\n",
       "       2.96875000e-01, 1.64062500e-01, 1.21093750e-01, 9.96093750e-02,\n",
       "       2.26562500e-01, 4.39453125e-02, 4.78515625e-02, 7.03125000e-02,\n",
       "       1.75781250e-01, 2.05078125e-02, 4.49218750e-02, 2.18750000e-01,\n",
       "       1.64062500e-01, 6.05468750e-02, 1.99218750e-01, 1.21093750e-01,\n",
       "       1.64062500e-01, 7.22656250e-02, 2.57812500e-01, 4.29687500e-02,\n",
       "       1.71875000e-01, 1.67968750e-01, 1.25000000e-01, 0.00000000e+00,\n",
       "       2.34375000e-01, 2.57812500e-01, 2.65625000e-01, 1.46484375e-02,\n",
       "       2.73437500e-01, 3.90625000e-02, 3.51562500e-02, 1.64062500e-01,\n",
       "       8.75000000e-01, 3.12500000e-01, 1.17187500e-02, 6.25000000e-02,\n",
       "       2.50000000e-01, 4.37500000e-01, 1.87500000e-01, 3.12500000e-01,\n",
       "       3.75000000e-01, 1.40625000e-01, 5.00000000e-01, 7.50000000e-01,\n",
       "       1.40625000e-01, 3.75000000e-01, 5.00000000e-01, 3.75000000e-01,\n",
       "       7.50000000e-01, 1.56250000e-01, 4.37500000e-01, 3.12500000e-01,\n",
       "       3.12500000e-02, 7.50000000e-01, 4.37500000e-01, 1.09375000e-01,\n",
       "       1.87500000e-01, 3.75000000e-01, 8.75000000e-01, 6.25000000e-02,\n",
       "       6.25000000e-01, 3.75000000e-01, 7.03125000e-02, 6.25000000e-01,\n",
       "       7.50000000e-01, 5.00000000e-01, 3.12500000e-01, 3.12500000e-01,\n",
       "       6.25000000e-01, 9.37500000e-02, 1.56250000e-01, 2.18750000e-01,\n",
       "       5.00000000e-01, 7.81250000e-02, 1.25000000e-01, 7.50000000e-01,\n",
       "       3.75000000e-01, 1.87500000e-01, 5.62500000e-01, 3.12500000e-01,\n",
       "       4.37500000e-01, 1.87500000e-01, 7.50000000e-01, 9.37500000e-02,\n",
       "       5.00000000e-01, 5.62500000e-01, 3.75000000e-01, 1.56250000e-02,\n",
       "       7.50000000e-01, 5.00000000e-01, 7.50000000e-01, 4.68750000e-02,\n",
       "       8.75000000e-01, 9.37500000e-02, 1.25000000e-01, 3.75000000e-01,\n",
       "       9.37500000e-01, 3.59375000e-01, 1.17187500e-02, 3.12500000e-02,\n",
       "       3.28125000e-01, 5.62500000e-01, 2.34375000e-01, 4.06250000e-01,\n",
       "       4.68750000e-01, 1.71875000e-01, 5.62500000e-01, 8.75000000e-01,\n",
       "       1.71875000e-01, 4.37500000e-01, 5.62500000e-01, 4.37500000e-01,\n",
       "       8.75000000e-01, 1.87500000e-01, 5.31250000e-01, 4.06250000e-01,\n",
       "       4.29687500e-02, 7.50000000e-01, 5.93750000e-01, 1.40625000e-01,\n",
       "       2.34375000e-01, 5.31250000e-01, 1.06250000e+00, 9.37500000e-02,\n",
       "       8.12500000e-01, 4.68750000e-01, 8.59375000e-02, 8.12500000e-01,\n",
       "       1.00000000e+00, 6.25000000e-01, 4.06250000e-01, 3.75000000e-01,\n",
       "       7.50000000e-01, 1.40625000e-01, 1.56250000e-01, 2.96875000e-01,\n",
       "       5.93750000e-01, 1.09375000e-01, 1.40625000e-01, 7.50000000e-01,\n",
       "       5.31250000e-01, 2.18750000e-01, 6.87500000e-01, 4.06250000e-01,\n",
       "       6.25000000e-01, 2.65625000e-01, 8.75000000e-01, 1.40625000e-01,\n",
       "       6.25000000e-01, 6.25000000e-01, 4.37500000e-01, 7.81250000e-03,\n",
       "       8.12500000e-01, 8.75000000e-01, 9.37500000e-01, 2.34375000e-02,\n",
       "       9.37500000e-01, 1.87500000e-01, 1.25000000e-01, 6.87500000e-01,\n",
       "       2.37500000e+00, 8.12500000e-01, 6.64062500e-02, 2.03125000e-01,\n",
       "       8.12500000e-01, 1.25000000e+00, 6.25000000e-01, 9.68750000e-01,\n",
       "       1.25000000e+00, 3.59375000e-01, 1.25000000e+00, 2.12500000e+00,\n",
       "       4.84375000e-01, 1.12500000e+00, 1.50000000e+00, 1.00000000e+00,\n",
       "       2.12500000e+00, 5.31250000e-01, 1.25000000e+00, 9.68750000e-01,\n",
       "       1.05468750e-01, 2.00000000e+00, 1.31250000e+00, 3.59375000e-01,\n",
       "       6.25000000e-01, 1.06250000e+00, 2.75000000e+00, 2.81250000e-01,\n",
       "       2.12500000e+00, 1.18750000e+00, 2.18750000e-01, 1.93750000e+00,\n",
       "       2.50000000e+00, 1.50000000e+00, 1.00000000e+00, 8.12500000e-01,\n",
       "       2.00000000e+00, 3.75000000e-01, 4.53125000e-01, 6.25000000e-01,\n",
       "       1.50000000e+00, 1.40625000e-01, 3.90625000e-01, 1.75000000e+00,\n",
       "       1.37500000e+00, 5.15625000e-01, 1.68750000e+00, 1.09375000e+00,\n",
       "       1.37500000e+00, 6.25000000e-01, 2.12500000e+00, 3.28125000e-01,\n",
       "       1.43750000e+00, 1.43750000e+00, 1.00000000e+00, 3.12500000e-02,\n",
       "       2.06250000e+00, 2.12500000e+00, 2.25000000e+00, 1.56250000e-01,\n",
       "       2.25000000e+00, 2.81250000e-01, 2.81250000e-01, 1.43750000e+00,\n",
       "       3.68750000e+00, 1.28125000e+00, 9.76562500e-02, 2.50000000e-01,\n",
       "       1.28125000e+00, 2.12500000e+00, 9.37500000e-01, 1.53125000e+00,\n",
       "       1.90625000e+00, 5.46875000e-01, 1.87500000e+00, 3.31250000e+00,\n",
       "       7.50000000e-01, 1.75000000e+00, 2.31250000e+00, 1.59375000e+00,\n",
       "       3.37500000e+00, 7.81250000e-01, 1.90625000e+00, 1.46875000e+00,\n",
       "       1.71875000e-01, 3.06250000e+00, 2.00000000e+00, 5.62500000e-01,\n",
       "       9.68750000e-01, 1.68750000e+00, 4.37500000e+00, 4.21875000e-01,\n",
       "       3.31250000e+00, 1.87500000e+00, 3.43750000e-01, 3.06250000e+00,\n",
       "       3.93750000e+00, 2.18750000e+00, 1.56250000e+00, 1.37500000e+00,\n",
       "       3.00000000e+00, 5.93750000e-01, 6.87500000e-01, 9.06250000e-01,\n",
       "       2.25000000e+00, 2.50000000e-01, 6.09375000e-01, 2.75000000e+00,\n",
       "       2.12500000e+00, 7.96875000e-01, 2.62500000e+00, 1.65625000e+00,\n",
       "       2.12500000e+00, 9.84375000e-01, 3.31250000e+00, 5.78125000e-01,\n",
       "       2.25000000e+00, 2.25000000e+00, 1.62500000e+00, 2.34375000e-02,\n",
       "       3.18750000e+00, 3.43750000e+00, 3.50000000e+00, 2.03125000e-01,\n",
       "       3.68750000e+00, 4.68750000e-01, 4.06250000e-01, 2.18750000e+00,\n",
       "       3.87500000e+00, 1.40625000e+00, 8.59375000e-02, 1.87500000e-01,\n",
       "       1.31250000e+00, 2.25000000e+00, 9.68750000e-01, 1.62500000e+00,\n",
       "       2.06250000e+00, 6.56250000e-01, 2.06250000e+00, 3.62500000e+00,\n",
       "       7.65625000e-01, 1.87500000e+00, 2.50000000e+00, 1.75000000e+00,\n",
       "       3.50000000e+00, 8.28125000e-01, 2.06250000e+00, 1.68750000e+00,\n",
       "       1.83593750e-01, 3.31250000e+00, 2.25000000e+00, 5.78125000e-01,\n",
       "       1.03125000e+00, 2.00000000e+00, 4.50000000e+00, 4.06250000e-01,\n",
       "       3.50000000e+00, 1.93750000e+00, 3.51562500e-01, 3.25000000e+00,\n",
       "       4.00000000e+00, 2.37500000e+00, 1.68750000e+00, 1.40625000e+00,\n",
       "       3.12500000e+00, 6.09375000e-01, 6.87500000e-01, 1.00000000e+00,\n",
       "       2.37500000e+00, 3.12500000e-01, 6.09375000e-01, 2.93750000e+00,\n",
       "       2.18750000e+00, 8.75000000e-01, 2.81250000e+00, 1.68750000e+00,\n",
       "       2.31250000e+00, 1.03125000e+00, 3.50000000e+00, 5.93750000e-01,\n",
       "       2.50000000e+00, 2.43750000e+00, 1.75000000e+00, 0.00000000e+00,\n",
       "       3.31250000e+00, 3.62500000e+00, 3.75000000e+00, 1.40625000e-01,\n",
       "       4.00000000e+00, 6.25000000e-01, 5.00000000e-01, 2.50000000e+00,\n",
       "       8.12500000e+00, 2.93750000e+00, 1.79687500e-01, 3.75000000e-01,\n",
       "       2.81250000e+00, 4.75000000e+00, 2.09375000e+00, 3.43750000e+00,\n",
       "       4.25000000e+00, 1.31250000e+00, 4.50000000e+00, 7.50000000e+00,\n",
       "       1.59375000e+00, 3.93750000e+00, 5.00000000e+00, 3.68750000e+00,\n",
       "       7.62500000e+00, 1.71875000e+00, 4.25000000e+00, 3.50000000e+00,\n",
       "       3.75000000e-01, 6.75000000e+00, 4.75000000e+00, 1.21875000e+00,\n",
       "       2.12500000e+00, 4.12500000e+00, 9.50000000e+00, 8.90625000e-01,\n",
       "       7.50000000e+00, 4.12500000e+00, 7.50000000e-01, 7.00000000e+00,\n",
       "       8.75000000e+00, 5.00000000e+00, 3.50000000e+00, 3.00000000e+00,\n",
       "       6.62500000e+00, 1.31250000e+00, 1.37500000e+00, 2.25000000e+00,\n",
       "       5.12500000e+00, 7.18750000e-01, 1.31250000e+00, 6.37500000e+00,\n",
       "       4.75000000e+00, 1.81250000e+00, 5.87500000e+00, 3.62500000e+00,\n",
       "       5.00000000e+00, 2.18750000e+00, 7.62500000e+00, 1.25000000e+00,\n",
       "       5.12500000e+00, 5.12500000e+00, 3.68750000e+00, 1.56250000e-02,\n",
       "       7.12500000e+00, 7.75000000e+00, 8.00000000e+00, 3.75000000e-01,\n",
       "       8.37500000e+00, 1.43750000e+00, 1.18750000e+00, 5.25000000e+00,\n",
       "       3.75000000e-01, 6.25000000e-02, 2.73437500e-02, 9.37500000e-02,\n",
       "       1.40625000e-01, 1.25000000e-01, 9.37500000e-02, 1.25000000e-01,\n",
       "       2.18750000e-01, 2.34375000e-02, 6.25000000e-02, 3.12500000e-01,\n",
       "       1.25000000e-01, 1.56250000e-01, 2.81250000e-01, 6.25000000e-02,\n",
       "       2.50000000e-01, 9.37500000e-02, 1.25000000e-01, 6.25000000e-02,\n",
       "       1.56250000e-02, 3.75000000e-01, 6.25000000e-02, 5.46875000e-02,\n",
       "       7.81250000e-02, 6.25000000e-02, 4.37500000e-01, 7.03125000e-02,\n",
       "       2.50000000e-01, 1.87500000e-01, 3.12500000e-02, 2.50000000e-01,\n",
       "       5.00000000e-01, 1.87500000e-01, 1.56250000e-01, 0.00000000e+00,\n",
       "       3.12500000e-01, 7.81250000e-02, 1.09375000e-01, 1.56250000e-02,\n",
       "       1.87500000e-01, 3.90625000e-02, 8.59375000e-02, 2.50000000e-01,\n",
       "       1.87500000e-01, 4.68750000e-02, 2.18750000e-01, 2.18750000e-01,\n",
       "       1.25000000e-01, 9.37500000e-02, 3.12500000e-01, 6.25000000e-02,\n",
       "       1.25000000e-01, 1.25000000e-01, 6.25000000e-02, 3.12500000e-02,\n",
       "       3.12500000e-01, 3.12500000e-01, 3.12500000e-01, 7.81250000e-02,\n",
       "       2.50000000e-01, 9.37500000e-02, 4.68750000e-02, 3.12500000e-02,\n",
       "       1.25000000e+00, 5.00000000e-01, 1.56250000e-02, 0.00000000e+00,\n",
       "       4.06250000e-01, 7.50000000e-01, 3.28125000e-01, 5.31250000e-01,\n",
       "       6.56250000e-01, 2.50000000e-01, 8.12500000e-01, 1.25000000e+00,\n",
       "       2.03125000e-01, 6.56250000e-01, 7.81250000e-01, 6.25000000e-01,\n",
       "       1.25000000e+00, 2.50000000e-01, 7.18750000e-01, 5.93750000e-01,\n",
       "       5.85937500e-02, 1.06250000e+00, 8.12500000e-01, 1.87500000e-01,\n",
       "       3.43750000e-01, 7.18750000e-01, 1.43750000e+00, 1.17187500e-01,\n",
       "       1.25000000e+00, 6.56250000e-01, 1.25000000e-01, 1.12500000e+00,\n",
       "       1.37500000e+00, 8.43750000e-01, 5.31250000e-01, 5.62500000e-01,\n",
       "       1.06250000e+00, 1.95312500e-01, 1.71875000e-01, 3.75000000e-01,\n",
       "       8.12500000e-01, 1.40625000e-01, 1.95312500e-01, 1.00000000e+00,\n",
       "       7.50000000e-01, 3.12500000e-01, 9.37500000e-01, 5.31250000e-01,\n",
       "       8.12500000e-01, 3.59375000e-01, 1.18750000e+00, 1.79687500e-01,\n",
       "       8.75000000e-01, 8.43750000e-01, 6.25000000e-01, 3.12500000e-02,\n",
       "       1.06250000e+00, 1.18750000e+00, 1.31250000e+00, 3.12500000e-02,\n",
       "       1.31250000e+00, 3.12500000e-01, 2.18750000e-01, 8.75000000e-01,\n",
       "       1.40625000e+00, 5.00000000e-01, 3.51562500e-02, 8.59375000e-02,\n",
       "       4.84375000e-01, 8.12500000e-01, 3.75000000e-01, 5.93750000e-01,\n",
       "       7.65625000e-01, 2.18750000e-01, 7.50000000e-01, 1.31250000e+00,\n",
       "       2.81250000e-01, 6.87500000e-01, 8.75000000e-01, 6.25000000e-01,\n",
       "       1.28125000e+00, 3.12500000e-01, 7.34375000e-01, 5.93750000e-01,\n",
       "       6.44531250e-02, 1.21875000e+00, 7.81250000e-01, 2.18750000e-01,\n",
       "       3.75000000e-01, 6.87500000e-01, 1.62500000e+00, 1.64062500e-01,\n",
       "       1.28125000e+00, 7.18750000e-01, 1.32812500e-01, 1.21875000e+00,\n",
       "       1.50000000e+00, 8.43750000e-01, 6.25000000e-01, 5.31250000e-01,\n",
       "       1.18750000e+00, 2.34375000e-01, 2.50000000e-01, 3.75000000e-01,\n",
       "       8.75000000e-01, 1.09375000e-01, 2.34375000e-01, 1.12500000e+00,\n",
       "       8.43750000e-01, 3.12500000e-01, 1.00000000e+00, 6.40625000e-01,\n",
       "       8.43750000e-01, 3.90625000e-01, 1.34375000e+00, 2.03125000e-01,\n",
       "       9.06250000e-01, 8.43750000e-01, 6.25000000e-01, 3.90625000e-03,\n",
       "       1.25000000e+00, 1.34375000e+00, 1.37500000e+00, 7.81250000e-02,\n",
       "       1.43750000e+00, 2.18750000e-01, 1.79687500e-01, 8.75000000e-01,\n",
       "       2.31250000e+00, 8.59375000e-01, 5.66406250e-02, 1.09375000e-01,\n",
       "       7.65625000e-01, 1.34375000e+00, 5.78125000e-01, 1.00000000e+00,\n",
       "       1.18750000e+00, 3.82812500e-01, 1.28125000e+00, 2.06250000e+00,\n",
       "       4.60937500e-01, 1.12500000e+00, 1.37500000e+00, 1.00000000e+00,\n",
       "       2.12500000e+00, 4.53125000e-01, 1.21875000e+00, 9.68750000e-01,\n",
       "       1.03515625e-01, 1.93750000e+00, 1.34375000e+00, 3.43750000e-01,\n",
       "       6.09375000e-01, 1.12500000e+00, 2.75000000e+00, 2.42187500e-01,\n",
       "       2.06250000e+00, 1.18750000e+00, 2.07031250e-01, 2.00000000e+00,\n",
       "       2.43750000e+00, 1.40625000e+00, 1.00000000e+00, 8.43750000e-01,\n",
       "       1.87500000e+00, 3.75000000e-01, 3.75000000e-01, 6.71875000e-01,\n",
       "       1.46875000e+00, 1.87500000e-01, 3.82812500e-01, 1.81250000e+00,\n",
       "       1.31250000e+00, 5.15625000e-01, 1.68750000e+00, 1.00000000e+00,\n",
       "       1.37500000e+00, 6.40625000e-01, 2.12500000e+00, 3.43750000e-01,\n",
       "       1.46875000e+00, 1.43750000e+00, 1.06250000e+00, 7.81250000e-03,\n",
       "       1.93750000e+00, 2.18750000e+00, 2.31250000e+00, 9.37500000e-02,\n",
       "       2.31250000e+00, 3.90625000e-01, 3.43750000e-01, 1.46875000e+00,\n",
       "       9.37500000e-01, 3.43750000e-01, 1.46484375e-02, 2.73437500e-02,\n",
       "       3.04687500e-01, 5.46875000e-01, 2.26562500e-01, 3.90625000e-01,\n",
       "       4.84375000e-01, 1.56250000e-01, 5.31250000e-01, 8.12500000e-01,\n",
       "       1.64062500e-01, 4.37500000e-01, 5.46875000e-01, 4.21875000e-01,\n",
       "       8.43750000e-01, 1.75781250e-01, 4.84375000e-01, 3.98437500e-01,\n",
       "       4.00390625e-02, 7.18750000e-01, 5.62500000e-01, 1.36718750e-01,\n",
       "       2.42187500e-01, 4.84375000e-01, 1.06250000e+00, 8.00781250e-02,\n",
       "       8.43750000e-01, 4.53125000e-01, 8.20312500e-02, 7.81250000e-01,\n",
       "       9.06250000e-01, 5.62500000e-01, 3.82812500e-01, 3.75000000e-01,\n",
       "       7.34375000e-01, 1.40625000e-01, 1.28906250e-01, 2.81250000e-01,\n",
       "       5.78125000e-01, 9.37500000e-02, 1.36718750e-01, 7.50000000e-01,\n",
       "       5.15625000e-01, 2.10937500e-01, 6.71875000e-01, 3.43750000e-01,\n",
       "       5.62500000e-01, 2.50000000e-01, 8.43750000e-01, 1.36718750e-01,\n",
       "       5.93750000e-01, 5.78125000e-01, 4.21875000e-01, 1.56250000e-02,\n",
       "       7.81250000e-01, 8.43750000e-01, 8.75000000e-01, 1.17187500e-02,\n",
       "       9.37500000e-01, 2.03125000e-01, 1.48437500e-01, 6.25000000e-01,\n",
       "       6.25000000e-01, 2.18750000e-01, 2.34375000e-02, 3.12500000e-02,\n",
       "       2.50000000e-01, 3.75000000e-01, 1.71875000e-01, 2.81250000e-01,\n",
       "       3.75000000e-01, 9.37500000e-02, 2.81250000e-01, 6.25000000e-01,\n",
       "       1.40625000e-01, 3.12500000e-01, 3.12500000e-01, 3.43750000e-01,\n",
       "       6.25000000e-01, 1.25000000e-01, 3.43750000e-01, 2.81250000e-01,\n",
       "       3.12500000e-02, 6.25000000e-01, 3.75000000e-01, 9.37500000e-02,\n",
       "       1.87500000e-01, 2.81250000e-01, 8.12500000e-01, 8.59375000e-02,\n",
       "       6.25000000e-01, 3.75000000e-01, 6.25000000e-02, 5.62500000e-01,\n",
       "       6.25000000e-01, 3.75000000e-01, 2.81250000e-01, 2.50000000e-01,\n",
       "       5.62500000e-01, 1.25000000e-01, 1.25000000e-01, 1.71875000e-01,\n",
       "       3.75000000e-01, 4.68750000e-02, 1.09375000e-01, 4.37500000e-01,\n",
       "       4.06250000e-01, 1.40625000e-01, 5.00000000e-01, 3.12500000e-01,\n",
       "       3.75000000e-01, 1.87500000e-01, 6.25000000e-01, 1.25000000e-01,\n",
       "       3.75000000e-01, 4.37500000e-01, 3.12500000e-01, 1.56250000e-02,\n",
       "       6.25000000e-01, 6.25000000e-01, 6.87500000e-01, 4.68750000e-02,\n",
       "       5.62500000e-01, 6.25000000e-02, 4.68750000e-02, 3.75000000e-01,\n",
       "       8.59375000e-01, 3.32031250e-01, 1.36718750e-02, 1.95312500e-02,\n",
       "       2.81250000e-01, 5.15625000e-01, 2.18750000e-01, 3.67187500e-01,\n",
       "       4.53125000e-01, 1.52343750e-01, 4.92187500e-01, 7.81250000e-01,\n",
       "       1.54296875e-01, 4.14062500e-01, 5.31250000e-01, 4.10156250e-01,\n",
       "       8.12500000e-01, 1.71875000e-01, 4.60937500e-01, 3.82812500e-01,\n",
       "       3.90625000e-02, 6.95312500e-01, 5.23437500e-01, 1.30859375e-01,\n",
       "       2.30468750e-01, 4.45312500e-01, 1.00000000e+00, 8.20312500e-02,\n",
       "       8.04687500e-01, 4.37500000e-01, 7.81250000e-02, 7.34375000e-01,\n",
       "       9.06250000e-01, 5.39062500e-01, 3.59375000e-01, 3.51562500e-01,\n",
       "       6.87500000e-01, 1.28906250e-01, 1.28906250e-01, 2.57812500e-01,\n",
       "       5.31250000e-01, 8.78906250e-02, 1.28906250e-01, 6.95312500e-01,\n",
       "       5.00000000e-01, 1.95312500e-01, 6.40625000e-01, 3.47656250e-01,\n",
       "       5.46875000e-01, 2.34375000e-01, 8.12500000e-01, 1.26953125e-01,\n",
       "       5.62500000e-01, 5.46875000e-01, 4.14062500e-01, 1.26953125e-02,\n",
       "       7.50000000e-01, 8.04687500e-01, 8.43750000e-01, 1.95312500e-02,\n",
       "       8.90625000e-01, 1.79687500e-01, 1.40625000e-01, 5.78125000e-01,\n",
       "       1.25000000e-01, 5.46875000e-02, 3.90625000e-03, 1.17187500e-02,\n",
       "       3.12500000e-02, 7.81250000e-02, 2.34375000e-02, 5.46875000e-02,\n",
       "       3.12500000e-02, 3.51562500e-02, 9.37500000e-02, 7.81250000e-02,\n",
       "       0.00000000e+00, 4.68750000e-02, 3.12500000e-02, 7.03125000e-02,\n",
       "       1.25000000e-01, 1.56250000e-02, 6.25000000e-02, 6.25000000e-02,\n",
       "       4.88281250e-03, 6.25000000e-02, 7.81250000e-02, 1.56250000e-02,\n",
       "       3.12500000e-02, 7.81250000e-02, 1.25000000e-01, 0.00000000e+00,\n",
       "       1.25000000e-01, 4.68750000e-02, 9.76562500e-03, 1.09375000e-01,\n",
       "       9.37500000e-02, 7.81250000e-02, 3.12500000e-02, 7.81250000e-02,\n",
       "       9.37500000e-02, 7.81250000e-03, 1.17187500e-02, 4.68750000e-02,\n",
       "       6.25000000e-02, 2.73437500e-02, 1.17187500e-02, 9.37500000e-02,\n",
       "       6.25000000e-02, 2.34375000e-02, 9.37500000e-02, 2.34375000e-02,\n",
       "       9.37500000e-02, 3.12500000e-02, 9.37500000e-02, 1.17187500e-02,\n",
       "       9.37500000e-02, 9.37500000e-02, 6.25000000e-02, 9.76562500e-03,\n",
       "       7.81250000e-02, 9.37500000e-02, 9.37500000e-02, 1.56250000e-02,\n",
       "       1.25000000e-01, 6.25000000e-02, 4.68750000e-02, 1.09375000e-01,\n",
       "       1.21093750e-01, 4.39453125e-02, 3.66210938e-03, 9.27734375e-03,\n",
       "       4.29687500e-02, 6.83593750e-02, 3.12500000e-02, 5.07812500e-02,\n",
       "       6.64062500e-02, 1.80664062e-02, 6.25000000e-02, 1.13281250e-01,\n",
       "       2.63671875e-02, 6.05468750e-02, 7.81250000e-02, 5.07812500e-02,\n",
       "       1.13281250e-01, 2.63671875e-02, 6.44531250e-02, 4.88281250e-02,\n",
       "       5.85937500e-03, 1.09375000e-01, 6.83593750e-02, 1.90429688e-02,\n",
       "       3.32031250e-02, 5.66406250e-02, 1.40625000e-01, 1.51367188e-02,\n",
       "       1.09375000e-01, 6.05468750e-02, 1.12304688e-02, 1.01562500e-01,\n",
       "       1.36718750e-01, 7.42187500e-02, 5.46875000e-02, 4.19921875e-02,\n",
       "       9.96093750e-02, 2.05078125e-02, 2.58789062e-02, 2.83203125e-02,\n",
       "       7.61718750e-02, 8.30078125e-03, 2.09960938e-02, 9.17968750e-02,\n",
       "       7.22656250e-02, 2.73437500e-02, 8.98437500e-02, 5.85937500e-02,\n",
       "       7.22656250e-02, 3.22265625e-02, 1.09375000e-01, 1.85546875e-02,\n",
       "       7.42187500e-02, 7.61718750e-02, 5.46875000e-02, 9.76562500e-04,\n",
       "       1.09375000e-01, 1.17187500e-01, 1.21093750e-01, 7.81250000e-03,\n",
       "       1.25000000e-01, 1.46484375e-02, 1.17187500e-02, 7.42187500e-02,\n",
       "       6.25000000e-01, 1.87500000e-01, 5.46875000e-02, 1.87500000e-01,\n",
       "       3.12500000e-01, 2.50000000e-01, 1.87500000e-01, 3.12500000e-01,\n",
       "       2.50000000e-01, 0.00000000e+00, 2.50000000e-01, 8.75000000e-01,\n",
       "       2.18750000e-01, 3.75000000e-01, 5.00000000e-01, 1.87500000e-01,\n",
       "       6.25000000e-01, 1.87500000e-01, 3.12500000e-01, 1.25000000e-01,\n",
       "       3.90625000e-02, 6.25000000e-01, 2.50000000e-01, 9.37500000e-02,\n",
       "       1.87500000e-01, 1.25000000e-01, 7.50000000e-01, 1.40625000e-01,\n",
       "       3.75000000e-01, 3.75000000e-01, 6.25000000e-02, 3.75000000e-01,\n",
       "       7.50000000e-01, 2.50000000e-01, 3.75000000e-01, 6.25000000e-02,\n",
       "       6.25000000e-01, 1.56250000e-01, 2.81250000e-01, 0.00000000e+00,\n",
       "       5.00000000e-01, 3.12500000e-02, 1.56250000e-01, 3.75000000e-01,\n",
       "       3.75000000e-01, 1.25000000e-01, 5.00000000e-01, 4.37500000e-01,\n",
       "       1.25000000e-01, 1.87500000e-01, 5.00000000e-01, 1.56250000e-01,\n",
       "       3.75000000e-01, 3.75000000e-01, 1.25000000e-01, 9.37500000e-02,\n",
       "       6.25000000e-01, 6.25000000e-01, 6.25000000e-01, 1.56250000e-01,\n",
       "       6.25000000e-01, 1.87500000e-01, 1.25000000e-01, 2.50000000e-01,\n",
       "       7.25000000e+00, 2.62500000e+00, 1.64062500e-01, 3.12500000e-01,\n",
       "       2.50000000e+00, 4.25000000e+00, 1.84375000e+00, 3.06250000e+00,\n",
       "       3.75000000e+00, 1.18750000e+00, 3.87500000e+00, 6.50000000e+00,\n",
       "       1.43750000e+00, 3.50000000e+00, 4.50000000e+00, 3.25000000e+00,\n",
       "       6.62500000e+00, 1.53125000e+00, 3.81250000e+00, 3.00000000e+00,\n",
       "       3.28125000e-01, 5.87500000e+00, 4.12500000e+00, 1.09375000e+00,\n",
       "       1.93750000e+00, 3.50000000e+00, 8.50000000e+00, 7.65625000e-01,\n",
       "       6.62500000e+00, 3.56250000e+00, 6.56250000e-01, 6.12500000e+00,\n",
       "       7.75000000e+00, 4.37500000e+00, 3.06250000e+00, 2.68750000e+00,\n",
       "       5.75000000e+00, 1.18750000e+00, 1.25000000e+00, 1.87500000e+00,\n",
       "       4.37500000e+00, 5.62500000e-01, 1.15625000e+00, 5.62500000e+00,\n",
       "       4.12500000e+00, 1.59375000e+00, 5.25000000e+00, 3.12500000e+00,\n",
       "       4.50000000e+00, 1.90625000e+00, 6.75000000e+00, 1.12500000e+00,\n",
       "       4.50000000e+00, 4.62500000e+00, 3.31250000e+00, 0.00000000e+00,\n",
       "       6.37500000e+00, 6.75000000e+00, 7.00000000e+00, 3.12500000e-01,\n",
       "       7.37500000e+00, 1.12500000e+00, 9.68750000e-01, 4.62500000e+00,\n",
       "       1.09375000e-01, 4.29687500e-02, 1.95312500e-03, 3.90625000e-03,\n",
       "       3.90625000e-02, 5.46875000e-02, 3.12500000e-02, 4.68750000e-02,\n",
       "       5.46875000e-02, 1.56250000e-02, 6.25000000e-02, 9.37500000e-02,\n",
       "       1.95312500e-02, 5.07812500e-02, 7.03125000e-02, 5.46875000e-02,\n",
       "       1.09375000e-01, 2.14843750e-02, 6.25000000e-02, 4.29687500e-02,\n",
       "       4.88281250e-03, 9.37500000e-02, 7.03125000e-02, 1.56250000e-02,\n",
       "       3.12500000e-02, 4.68750000e-02, 1.25000000e-01, 1.17187500e-02,\n",
       "       1.01562500e-01, 5.46875000e-02, 9.76562500e-03, 1.01562500e-01,\n",
       "       1.25000000e-01, 7.03125000e-02, 4.29687500e-02, 4.29687500e-02,\n",
       "       9.37500000e-02, 1.56250000e-02, 1.75781250e-02, 3.12500000e-02,\n",
       "       7.03125000e-02, 1.17187500e-02, 1.75781250e-02, 7.81250000e-02,\n",
       "       7.03125000e-02, 2.53906250e-02, 8.59375000e-02, 4.29687500e-02,\n",
       "       7.03125000e-02, 3.12500000e-02, 1.01562500e-01, 1.56250000e-02,\n",
       "       7.03125000e-02, 7.81250000e-02, 5.46875000e-02, 9.76562500e-04,\n",
       "       9.37500000e-02, 1.01562500e-01, 1.09375000e-01, 1.95312500e-03,\n",
       "       1.09375000e-01, 1.56250000e-02, 1.17187500e-02, 7.03125000e-02,\n",
       "       1.68750000e+00, 6.25000000e-01, 3.90625000e-02, 8.59375000e-02,\n",
       "       5.62500000e-01, 9.84375000e-01, 4.29687500e-01, 7.03125000e-01,\n",
       "       9.06250000e-01, 2.69531250e-01, 9.21875000e-01, 1.53125000e+00,\n",
       "       3.20312500e-01, 8.28125000e-01, 1.06250000e+00, 7.50000000e-01,\n",
       "       1.53125000e+00, 3.51562500e-01, 9.06250000e-01, 7.03125000e-01,\n",
       "       7.81250000e-02, 1.43750000e+00, 9.68750000e-01, 2.57812500e-01,\n",
       "       4.60937500e-01, 8.12500000e-01, 2.00000000e+00, 1.83593750e-01,\n",
       "       1.56250000e+00, 8.43750000e-01, 1.56250000e-01, 1.43750000e+00,\n",
       "       1.81250000e+00, 1.04687500e+00, 7.34375000e-01, 6.40625000e-01,\n",
       "       1.37500000e+00, 2.73437500e-01, 3.04687500e-01, 4.68750000e-01,\n",
       "       1.04687500e+00, 1.36718750e-01, 2.77343750e-01, 1.31250000e+00,\n",
       "       9.68750000e-01, 3.90625000e-01, 1.25000000e+00, 7.34375000e-01,\n",
       "       1.01562500e+00, 4.53125000e-01, 1.59375000e+00, 2.50000000e-01,\n",
       "       1.04687500e+00, 1.06250000e+00, 7.81250000e-01, 3.90625000e-03,\n",
       "       1.46875000e+00, 1.59375000e+00, 1.62500000e+00, 7.03125000e-02,\n",
       "       1.75000000e+00, 2.81250000e-01, 2.18750000e-01, 1.06250000e+00,\n",
       "       7.63916016e-01, 2.79174805e-01, 1.63726807e-02, 3.52935791e-02,\n",
       "       2.56195068e-01, 4.44885254e-01, 1.93634033e-01, 3.19274902e-01,\n",
       "       4.00390625e-01, 1.25076294e-01, 4.15039062e-01, 6.91040039e-01,\n",
       "       1.48147583e-01, 3.66149902e-01, 4.68322754e-01, 3.43261719e-01,\n",
       "       7.02026367e-01, 1.57989502e-01, 4.01306152e-01, 3.21411133e-01,\n",
       "       3.46450806e-02, 6.30249023e-01, 4.40917969e-01, 1.14776611e-01,\n",
       "       2.03826904e-01, 3.76770020e-01, 8.86596680e-01, 8.05130005e-02,\n",
       "       7.00439453e-01, 3.82812500e-01, 6.98699951e-02, 6.39648438e-01,\n",
       "       8.04809570e-01, 4.68261719e-01, 3.24523926e-01, 2.90588379e-01,\n",
       "       6.19628906e-01, 1.21063232e-01, 1.29989624e-01, 2.09808350e-01,\n",
       "       4.73693848e-01, 6.46972656e-02, 1.21704102e-01, 5.98632812e-01,\n",
       "       4.39270020e-01, 1.69952393e-01, 5.58105469e-01, 3.28247070e-01,\n",
       "       4.64233398e-01, 2.04498291e-01, 7.09960938e-01, 1.13449097e-01,\n",
       "       4.83093262e-01, 4.77416992e-01, 3.52172852e-01, 3.69262695e-03,\n",
       "       6.60400391e-01, 7.12036133e-01, 7.36450195e-01, 2.99072266e-02,\n",
       "       7.75512695e-01, 1.30065918e-01, 1.02935791e-01, 4.85229492e-01,\n",
       "       1.06250000e+00, 3.90625000e-01, 2.53906250e-02, 7.03125000e-02,\n",
       "       3.75000000e-01, 6.56250000e-01, 2.96875000e-01, 4.53125000e-01,\n",
       "       5.62500000e-01, 1.71875000e-01, 6.25000000e-01, 1.00000000e+00,\n",
       "       2.03125000e-01, 5.31250000e-01, 6.87500000e-01, 4.37500000e-01,\n",
       "       1.00000000e+00, 2.26562500e-01, 5.62500000e-01, 4.37500000e-01,\n",
       "       5.07812500e-02, 9.06250000e-01, 6.56250000e-01, 1.64062500e-01,\n",
       "       2.81250000e-01, 5.31250000e-01, 1.25000000e+00, 1.17187500e-01,\n",
       "       1.00000000e+00, 5.31250000e-01, 9.76562500e-02, 9.37500000e-01,\n",
       "       1.12500000e+00, 6.56250000e-01, 4.68750000e-01, 4.21875000e-01,\n",
       "       9.06250000e-01, 1.79687500e-01, 2.03125000e-01, 3.12500000e-01,\n",
       "       6.87500000e-01, 9.37500000e-02, 1.87500000e-01, 8.75000000e-01,\n",
       "       6.56250000e-01, 2.42187500e-01, 8.12500000e-01, 4.84375000e-01,\n",
       "       6.87500000e-01, 2.81250000e-01, 1.00000000e+00, 1.71875000e-01,\n",
       "       6.87500000e-01, 6.87500000e-01, 5.00000000e-01, 0.00000000e+00,\n",
       "       9.68750000e-01, 1.06250000e+00, 1.06250000e+00, 2.34375000e-02,\n",
       "       1.06250000e+00, 1.87500000e-01, 1.40625000e-01, 7.18750000e-01,\n",
       "       5.00000000e-01, 1.87500000e-01, 3.90625000e-03, 3.12500000e-02,\n",
       "       1.56250000e-01, 3.12500000e-01, 1.56250000e-01, 2.18750000e-01,\n",
       "       2.81250000e-01, 9.37500000e-02, 2.81250000e-01, 5.00000000e-01,\n",
       "       1.09375000e-01, 2.18750000e-01, 2.50000000e-01, 2.50000000e-01,\n",
       "       5.62500000e-01, 1.25000000e-01, 2.50000000e-01, 2.18750000e-01,\n",
       "       1.95312500e-02, 5.00000000e-01, 3.12500000e-01, 7.81250000e-02,\n",
       "       1.25000000e-01, 3.12500000e-01, 6.25000000e-01, 6.25000000e-02,\n",
       "       4.37500000e-01, 2.81250000e-01, 4.68750000e-02, 4.37500000e-01,\n",
       "       5.00000000e-01, 2.50000000e-01, 1.87500000e-01, 1.87500000e-01,\n",
       "       4.37500000e-01, 9.37500000e-02, 1.09375000e-01, 1.87500000e-01,\n",
       "       3.12500000e-01, 3.12500000e-02, 9.37500000e-02, 3.75000000e-01,\n",
       "       3.12500000e-01, 1.09375000e-01, 3.75000000e-01, 2.18750000e-01,\n",
       "       3.75000000e-01, 1.25000000e-01, 5.00000000e-01, 6.25000000e-02,\n",
       "       3.12500000e-01, 3.12500000e-01, 2.50000000e-01, 7.81250000e-03,\n",
       "       4.37500000e-01, 5.62500000e-01, 4.37500000e-01, 3.12500000e-02,\n",
       "       5.62500000e-01, 9.37500000e-02, 6.25000000e-02, 3.75000000e-01,\n",
       "       1.25000000e+00, 4.37500000e-01, 1.56250000e-02, 0.00000000e+00,\n",
       "       4.06250000e-01, 7.50000000e-01, 3.12500000e-01, 5.31250000e-01,\n",
       "       6.25000000e-01, 1.87500000e-01, 6.25000000e-01, 1.12500000e+00,\n",
       "       2.18750000e-01, 5.62500000e-01, 7.50000000e-01, 5.62500000e-01,\n",
       "       1.12500000e+00, 2.18750000e-01, 6.87500000e-01, 5.31250000e-01,\n",
       "       5.07812500e-02, 1.00000000e+00, 6.87500000e-01, 1.71875000e-01,\n",
       "       3.12500000e-01, 5.62500000e-01, 1.25000000e+00, 1.09375000e-01,\n",
       "       1.12500000e+00, 6.25000000e-01, 1.09375000e-01, 1.06250000e+00,\n",
       "       1.12500000e+00, 7.50000000e-01, 5.00000000e-01, 4.37500000e-01,\n",
       "       8.75000000e-01, 1.87500000e-01, 2.18750000e-01, 3.43750000e-01,\n",
       "       7.50000000e-01, 1.09375000e-01, 1.87500000e-01, 9.37500000e-01,\n",
       "       6.87500000e-01, 2.65625000e-01, 8.12500000e-01, 4.68750000e-01,\n",
       "       6.87500000e-01, 3.12500000e-01, 1.12500000e+00, 1.56250000e-01,\n",
       "       7.50000000e-01, 8.12500000e-01, 5.93750000e-01, 7.81250000e-03,\n",
       "       9.37500000e-01, 1.12500000e+00, 1.18750000e+00, 6.25000000e-02,\n",
       "       1.12500000e+00, 1.87500000e-01, 1.87500000e-01, 8.75000000e-01],\n",
       "      dtype=float32)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h_result = np.abs(ho_result - ho_golden) # 计算运算结果和预期结果偏差\n",
    "h_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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